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JsonJuggernugget

Dataset card Data Studio Files
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{"text": "Tell me somethin, girl\nAre you happy in this modern world?\nOr do you need more?\nIs there somethin else youre searchin for?\nIm fallin\nIn all the good times\nI find myself longing for change\nAnd, in the bad times, I fear myself\nTell me something, boy\nArent you tired tryna fill that void?\nOr do you need more?\nAint it hard keepin it so hardcore?\nIm falling\nIn all the good times\nI find myself longing for change\nAnd, in the bad times, I fear myself\nIm off the deep end, watch as I dive in\nIll never meet the ground\nCrash through the surface where they cant hurt us\nWere far from the shallow now\nIn the sha-ha, sha-hallow\nIn the sha-ha, sha-la-la-la-low\nIn the sha-ha, sha-hallow\nWere far from the shallow now\nOh, ha, ah, ha\nOh-ah, ha\nIm off the deep end, watch as I dive in\nIll never meet the ground\nCrash through the surface where they cant hurt us\nWere far from the shallow now\nIn the sha-ha, shallow\nIn the sha-ha, sha-la-la-la-low\nIn the sha-ha, shallow\nWere far from the shallow now"}
{"text": "Mum mum mum mah\nMum mum mum mah\nMum mum mum mah\nMum mum mum mah\nMum mum mum mah\nI wanna hold em like they do in Texas, please \nFold em, let em hit me, raise it, baby, stay with me \nLoveGame intuition, play the cards with spades to start\nAnd after hes been hooked, Ill play the one thats on his heart\nOh, woah-oh, oh, oh\nOh-oh-oh-oh-oh-oh\nIll get him hot, show him what Ive got\nOh, woah-oh, oh, oh\nOh-oh-oh-oh-oh-oh\nIll get him hot, show him what Ive got\nCant read my, cant read my\nNo, he cant read my poker face\nCant read my, cant read my\nNo, he cant read my poker face\nP-p-p-poker face, f-f-fuck her face\nP-p-p-poker face, f-f-fuck her face\nI wanna roll with him, a hard pair we will be \nA little gamblin is fun when youre with me \nRussian roulette is not the same without a gun\nAnd baby, when its love, if its not rough, it isnt fun, fun\nOh, woah-oh, oh, oh\nOh-oh-oh-oh-oh-oh\nIll get him hot, show him what Ive got\nOh, woah-oh, oh, oh\nOh-oh-oh-oh-oh-oh\nIll get him hot, show him what Ive got\nCant read my, cant read my\nNo, he cant read my poker face\nCant read my, cant read my\nNo, he cant read my poker face\nP-p-p-poker face, f-f-fuck her face\nP-p-p-poker face, f-f-fuck her face\n\nI wont tell you that I love you\nKiss or hug you\nCause Im bluffin with my muffin\nIm not lyin, Im just stunnin with my love-glue-gunnin\nJust like a chick in the casino\nTake your bank before I pay you out\nI promise this, promise this\nCheck this hand cause Im marvelous\nCant read my, cant read my\nNo, he cant read my poker face\nCant read my, cant read my\nNo, he cant read my poker face\nCant read my, cant read my\nNo, he cant read my poker face\nCant read my, cant read my\nNo, he cant read my poker face\nCant read my, cant read my\nNo, he cant read my poker face\nCant read my, cant read my\nNo, he cant read my poker face\nP-p-p-poker face, f-f-fuck her face\nP-p-p-poker face, f-f-fuck her face\nP-p-p-poker face, f-f-fuck her face\nP-p-p-poker face, f-f-fuck her face\nP-p-p-poker face, f-f-fuck her face\nP-p-p-poker face, f-f-fuck her face"}
{"text": "Our lovers quarrel\n Hurts more than I can say\n All night\nHelp me here \nHelp me here \nCause I cant help my mind from going there\nHeard your boyfriend was away this weekend\nWanna meet at my place?\nHeard that we both got nothing to do\nWhen I lay in bed, I touch myself and think of you\nLast night\nDamn, you were in my sex dreams \nDoing really nasty things \nDamn, you were in my sex dreams \nMaking love in my sex dreams\nWe could be caught \nWere both convicted criminals of thought \nLets white \nGlove the bed \nHelp me here \nCause we cant hide the evidence in our heads\nHeard your boyfriend was away this weekend\nWanna meet at my place?\nHeard that we both got nothing to do \nWhen I lay in bed, I touch myself and think of you\nLast night\nDamn, you were in my sex dreams \nDoing really nasty things \nDamn, you were in my sex dreams \nMaking love in my sex dreams\nDont stop the party \nLets keep it naughty, yeah \nWatch me act a fool \nTomorrow when I run into you, tomorrow when I run into you\nYou could turn to stone or the color of men petrified by a woman\nIn love as I am when I lay with you\nI think of him, I think of him\nI cant believe Im telling you this, but Ive had a couple drinks and... oh my God!\nLast night\nDamn, you were in my sex dreams \nDoing really nasty things \nDamn, you were in my sex dreams \nLast night\nDont stop the party \nLets keep it naughty, yeah \nWatch me act a fool \nTomorrow when I run into you"}
{"text": "Wish I could, I couldve said goodbye\nI wouldve said what I wanted to\nMaybe even cried for you\nIf I knew, it would be the last time\nI wouldve broke my heart in two\nTryin to save a part of you\nDont want to feel another touch\nDont wanna start another fire\nDont wanna know another kiss\nNo other name falling off my lips\nDont wanna to give my heart away\nTo another stranger\nOr let another day begin\nWont even let the sunlight in\nNo, Ill never love again\nIll never love again\nOoouuu ooou oou\nOh\nWhen we first met\nI never thought that I would fall\nI never thought that Id find myself\nLying in your arms\nAnd I want to pretend that its not true\nOh baby, that youre gone\nCause my world keeps turning, and turning, and turning\nAnd Im not movin on\nDont want to feel another touch\nDont wanna start another fire\nDont wanna know another kiss\nNo other name falling off my lips\nDont wanna give my heart away\nTo another stranger\nOr let another day begin\nWont even let the sunlight in\nNo, Ill never love\nI dont wanna know this feeling\nUnless its you and me\nI dont wanna waste a moment, ooh\nAnd I dont wanna give somebody else the better part of me\nI would rather wait for you\nHoooo ouuu\nDont want to feel another touch\nDont want to start another fire\nDont want to know another kiss\nBaby unless they are your lips\nDont want to give my heart away to another stranger\nOr let another day begin\nWont even let the sunlight in\nOooo Ill never love again\nLove again\nIll never love again\nIll never love\nAgain\nI wont I wont I swear I cant\nI wish I could but I just wont\nIll never love again\nIll never love\nAgain\nWho oo oo oo oo\nHmmm"}
{"text": "Youre giving me a million reasons to let you go\nYoure giving me a million reasons to quit the show\nYoure givin me a million reasons\nGive me a million reasons\nGivin me a million reasons\nAbout a million reasons\nIf I had a highway, I would run for the hills\nIf you could find a dry way, Id forever be still\nBut youre giving me a million reasons\nGive me a million reasons\nGivin me a million reasons\nAbout a million reasons\nI bow down to pray\nI try to make the worst seem better\nLord, show me the way\nTo cut through all his worn out leather\nIve got a hundred million reasons to walk away\nBut baby, I just need one good one to stay\nHead stuck in a cycle, I look off and I stare\nIts like that Ive stopped breathing, but completely aware\nCause youre giving me a million reasons\nGive me a million reasons\nGivin me a million reasons\nAbout a million reasons\nAnd if you say something that you might even mean\nIts hard to even fathom which parts I should believe\nCause youre giving me a million reasons\nGive me a million reasons\nGivin me a million reasons\nAbout a million reasons\nI bow down to pray\nI try to make the worst seem better\nLord, show me the way\nTo cut through all his worn out leather\nIve got a hundred million reasons to walk away\nBut baby, I just need one good one to stay\nHey, ehh, ehh, eyy\nBaby Im bleedin, bleedin\nStay, ehh, ehhy\nCant you give me what Im needin, needin\nEvery heartbreak makes it hard to keep the faith\nBut baby, I just need one good one\nGood one, good one, good one, good one, good one\nWhen I bow down to pray\nI try to make the worst seem better\nLord, show me the way\nTo cut through all his worn out leather\nIve got a hundred million reasons to walk away\nBut baby, I just need one good one, good one\nTell me that youll be the good one, good one\nBaby, I just need one good one to stay"}
{"texts": ["\"Every turn of the cards changes the situation. ", "A good player isnt\nwaiting to see the next card. ", "A good player is interpreting the environment and\nplanning their next move to bet, call or fold before the next card is turned.", "\nThe turn of the card and the reaction of the other players dictates which plan\nis implemented. ", "The point is that change is planned. ", "Once your followers are\nready for change, you implement the plan.", "\"Andrew J. Harvey and Raymond E. Foster (Leadership: Texas Hold 'em\nStyle).", "\n\nArticles on Leadership\nand Decision Making\n\nProblem Definition\nA clear problem definition is the first, and, perhaps, most important step\ntoward rationally selecting the best alternative. ", "Many dedicated and intelligent\nindividuals have produced elegant solutions for problems other than those they\nwere tasked to solve. ", "Therefore, a good executive decision maker participates in\nproblem definition because this step establishes the goal for everything else\nthat follows and places a premium on professional judgment.", "READ MORE\n\nConsensus Team Decision Making\nThe Westerner and the Japanese man mean something different when they talk of\n\"making a decision.\" ", "In the West, all the emphasis is on the answer to the\nquestion. ", "To the Japanese, however, the important element in decision making is\ndefining the question. ", "The crucial steps are to decide whether there is a need\nfor a decision and what the decision is about. ", "And it is in that step that the\nJapanese aim at attaining consensus. ", "Indeed, it is this step that, to the\nJapanese, is the essence of decision. ", "The answer to the question (what the West\nconsiders the decision) follows from its definition. ", "During the process that\nprecedes the decision, no mention is made of what the answer might be. . . .", "\nThus the whole process is focused on finding out what the decision is really\nabout, not what the decision should be.", "READ MORE\n\nEffective Decision Making\nOne of the critical, but often overlooked, requirements for effective leadership\nis sound decision making. ", "This is especially true as we soar ever higher into\nthe ranks of middle and upper management. ", "Typically, as this progression occurs,\nleaders become more focused on strategic decisions relating to plans, policies,\nprograms and personnel, and less consumed with day-to-day tactical concerns.", "\nGood decision making, especially in middle and upper management, will therefore\nlikely increase overall organizational health and effectiveness. ", "Understanding\nthe meaning and art of deciding, therefore, is paramount.", "READ MORE\n\nEthical Decision-Making: The Link Between Ambiguity and\nAccountability\nA growing body of literature thoroughly examines the topic of ethics in public\nservice from numerous, contrary, and complementary perspectives. ", "What is ethics\nin public service? ", "Ethics in public service is the study of the nature of\nmorals and moral choices and the rules governing a profession that define\nprofessional conduct (Bruce, 2001, p. xiii). ", "How do we know if it is effective?", "\nWho determines? ", "How do we measure it? ", "In answering these questions it becomes\nremarkably clear that there are no absolutes. ", "Nor is there any single school of\nthought or theory to guide the inquiry. ", "Why do we try to understand ethics in\npublic service? ", "The answer is clear: because we intuitively know it makes a\ndifference.", "READ MORE\n\nNCOs and Values-Based Decision Making\nIn the Army of One, senior leaders look to the NCO Corps to embrace a value\nsystem that develops character and to lead soldiers. ", "The Army depends on its\nNCOs to create the environment and set the tempo for success in full-spectrum\noperations. ", "Successful NCOs anticipate change, exploit every opportunity to meet\nthe units objectives and motivate their subordinates to higher levels of\nproductivity to achieve the units goals. ", "Successful sergeants promote Army\nValues and take care of soldiers in the process. ", "In short, they are leaders with\nvalues-based decision-making skills.", "READ ON\n\nStudies in Group Leadership How Should We Decide Elements of\nSound Decision Making\nMaking decisions and solving problems takes much time and energy. ", "But most\ngroups allow little time and energy to selecting a decision-making model or to\nevaluating the process once the decision has been reached or a solution\nattempted. ", "Ideally, decisions arise as a result of judgments and reasoning to a\nfinal conclusion, unfortunately, that is not always the case. ", "Problem solving\ninvolves the organization and arrangement of several decisions so that they will\nhave some usefulness solving a problem.", "READ MORE"], "meta": {"pile_set_name": "Pile-CC"}, "scores": [0.0006663367385044694, 0.0008547343895770609, 0.000710644293576479, 0.0007758902502246201, 0.0006115026189945638, 0.0005762980435974896, 0.0006005681352689862, 0.0005536958924494684, 0.0005648887017741799, 0.0005388693534769118, 0.0005367934354580939, 0.0006298705702647567, 0.000531625933945179, 0.0005745723028667271, 0.0005707232630811632, 0.0006427865591831505, 0.0005841221427544951, 0.0006234736065380275, 0.0005525829619728029, 0.0005443120608106256, 0.0006443610764108598, 0.0005331673310138285, 0.0005396863562054932, 0.0005505491863004863, 0.00057358352933079, 0.0007281582802534103, 0.0006903167814016342, 0.0007200234103947878, 0.000944407656788826, 0.0006771164480596781, 0.0006202609511092305, 0.0007583776605315506, 0.0006271217134781182, 0.0005820708465762436, 0.000588243652600795, 0.0006295716157183051, 0.0006246998091228306, 0.0006197866750881076, 0.0005975398235023022, 0.0005611761589534581, 0.00054555555107072, 0.0005537064280360937, 0.000619737955275923, 0.000791307189501822], "avg_score": 0.0006264731213873761, "num_sents": 44}
{"texts": ["Pages\n\nMonday, October 11, 2010\n\nGirls Night Out - Smokey Blues\n\nHi Bellas,\n\nI'm back with another makeup look from my Caress Girls Night Out Event. ", "My friend Karla was wearing a sexy leopard print dress and I wanted to pick makeup that fit the occasion. ", "To me, animal print can often be a neutral color. ", "As a result, I went for a smokey eye (can't go wrong with that), but decided to mix it up.", "\n\nClick here to see more!A lot of people who aren't used to color get a little scared when you try to apply something outside of the neutral category. ", "The key is to use a \"safe\" color, in this case silver, and place it on the lid so that it fades into your brighter color. ", "That way, the whole eye isn't too vibrant, but you can still add color in the middle and outer part of the lid. ", "I picked more of a royal blue tone so that it would be a bit more wearable.", "\n\nI used the bright royal blue from my Best of Both World's Yaby Palette. ", "The color is super rich and pigmented. ", "I also used a darker blue from my Barbie Stila palette as the outer v/contour color.", "\n\nKarla was one of my last models in my chair. ", "I think I had about 15 minutes to do her makeup...not too shabby right? ", "It helps that I have most of my makeup in palettes...it makes for quick mixing and matching.", "\n\nI loved how it came out...it really made her eyes pop, and I think the guys agreed because they couldn't keep their hands off her at the club, wink wink.", "\n\nThat's all for now, stay tuned for more makeup breakdowns from Caress Girls Night Out event!", "\n\nProduct Reviews & Company Sponsorships\n\nAbout Me\n\nHi Guys, my name is Ren, a 30something Filipino-American residing in Atlanta, and obsessed with everything makeup. ", "I'm a bonafide beauty blogger and freelance makeup artist. ", "All information on this site is my opinion only...please feel free to try out recommended products at techniques at your discretion.", "\n\n; To improve our website(we continually strive to improve our website offerings based on the information and feedback we receive from you)\n\n; To improve customer service(your information helps us to more effectively respond to your customer service requests and support needs)\n\nHow do we protect your information?", "\n\nWe implement a variety of security measures to maintain the safety of your personal information when you enter, submit, or access your personal information.", "\n\nDo we use cookies?", "\n\nWe do not use cookies.", "\n\nDo we disclose any information to outside parties?", "\n\nWe do not sell, trade, or otherwise transfer to outside parties your personally identifiable information. ", "This does not include trusted third parties who assist us in operating our website, conducting our business, or servicing you, so long as those parties agree to keep this information confidential. ", "We may also release your information when we believe release is appropriate to comply with the law, enforce our site policies, or protect ours or others rights, property, or safety. ", "However, non-personally identifiable visitor information may be provided to other parties for marketing, advertising, or other uses.", "\n\nThird party links\n\nOccasionally, at our discretion, we may include or offer third party products or services on our website. ", "These third party sites have separate and independent privacy policies. ", "We therefore have no responsibility or liability for the content and activities of these linked sites. ", "Nonetheless, we seek to protect the integrity of our site and welcome any feedback about these sites.", "\n\nCalifornia Online Privacy Protection Act Compliance\n\nBecause we value your privacy we have taken the necessary precautions to be in compliance with the California Online Privacy Protection Act. ", "We therefore will not distribute your personal information to outside parties without your consent.", "\n\nChildrens Online Privacy Protection Act Compliance\n\nWe are in compliance with the requirements of COPPA (Childrens Online Privacy Protection Act), we do not collect any information from anyone under 13 years of age. ", "Our website, products and services are all directed to people who are at least 13 years old or older.", "\n\nOnline Privacy Policy Only\n\nThis online privacy policy applies only to information collected through our website and not to information collected offline."], "meta": {"pile_set_name": "Pile-CC"}, "scores": [0.0009163892245851457, 0.0011591700604185462, 0.0005928942118771374, 0.0010068954434245825, 0.0010108919814229012, 0.0006380702252499759, 0.0006266694399528205, 0.0006303996779024601, 0.0006865910836495459, 0.0006299786036834121, 0.0008079010876826942, 0.0032224152237176895, 0.0011680456809699535, 0.0006121410988271236, 0.002431700238958001, 0.00163492641877383, 0.0007989956648088992, 0.00115582428406924, 0.0005827739369124174, 0.0006268621073104441, 0.0006720478413626552, 0.0008108245674520731, 0.0007781086023896933, 0.000674120441544801, 0.0009064162732101977, 0.0005573942326009274, 0.0006320850807242095, 0.0005470645264722407, 0.000556983461137861, 0.0006298903608694673, 0.0006374597433023155, 0.0005241413018666208, 0.0006099682068452239, 0.0006916647544130683, 0.0010847775265574455, 0.02067176066339016, 0.0006201474461704493], "avg_score": 0.001420118668229898, "num_sents": 37}
{"texts": ["While a variety of pillows exist in the market today, none have the specific purpose of simultaneously giving neck and back support, while also allowing adjustment of the firmness, as well as providing a convenient air pump to inflate the pillows for desired firmness and a convenient storage bag. ", "The present head and chest support kit fills that void. ", "The kit provides a convenient way to store and carry head and neck support pillows. ", "In addition, a user can regulate the desired firmness, thus allowing the pillows to be adjusted to the user's constantly changing needs. ", "The kit comes equipped with a pneumatic pump for quick and easy inflation of the head and chest pillows. ", "The storage bag gives an excellent place to store the components and a means of carrying them."], "meta": {"pile_set_name": "USPTO Backgrounds"}, "scores": [0.0005907379672862589, 0.0006488365470431745, 0.0006444157334044576, 0.0005497883539646864, 0.0006424803286790848, 0.000554656726308167], "avg_score": 0.0006051526094476382, "num_sents": 6}
{"text": "<p>US Treasury Secretary Timothy F. Geithner testified today about the heavily-criticized role he played in the 2008 rate-rigging scandal. In a House Financial Services Committee meeting, Geithner defended his 2008 dealings with the London Interbank Offered Rate, or LIBOR, <a href=\"http://www.latimes.com/business/money/la-fi-mo-libor-geithner-house-hearing-20120725,0,1253219.story\" type=\"external\">&amp;#160;the Los Angeles Times reported</a>. Geithner had been serving as president of the Federal Reserve Bank of New York when he learned that the LIBOR was vulnerable to manipulation by major banks. But despite concerns that the LIBOR was being under-reported, Geithner said that he and other Fed officials saw no problem with using it as a basis while setting the terms for billions of dollars in bailout loans.&amp;#160;</p> \n\n<p>\"We, like investors around the world, had to take advantage of the rates available at that time, and we chose LIBOR at the time like many others,\" Geithner testified today, according to the LA Times. &amp;#160;</p> \n\n<p>More from GlobalPost: <a href=\"http://www.globalpost.com/dispatch/news/business/120601/when-the-brics-crumble\" type=\"external\">When the BRICs crumble</a></p> \n\n<p>Geithner has been accused of not doing enough to stop the manipulation of LIBOR, a key interest rate, <a href=\"http://news.yahoo.com/u-lawmakers-probe-geithner-libor-problems-135131931--sector.html\" type=\"external\">Reuters reported</a>. Geithner said he learned about the problem in 2008. But his statements contradict a statement from the New York Fed, which says that the bank regulator knew about the problems as early as 2007, according to Reuters.&amp;#160;</p> \n\n<p>Geithner's testimony received heavy criticism from Republican lawmakers, who wonder why he didn't bring up the manipulation sooner. \"?You have appeared before this committee countless times since 2008,\"? Rep. Scott Garrett, R-N.J., asked Geithner, <a href=\"http://www.boston.com/business/news/2012/07/25/geithner-warns-congress-risks-economy/MhRtpieN1ZHxBUPcC6xM4H/story.html\" type=\"external\">according to the Associated Press</a>. \"Why did you never mention it to the committee?\"?</p> \n\n<p>The LIBOR is an important interest rate determined by a daily poll carried out by the British Bankers? Association, <a href=\"http://www.bloomberg.com/news/2012-07-25/geithner-says-u-k-regulators-had-libor-responsibility.html\" type=\"external\">Bloomberg News explains</a>. The poll asks banks to estimate how much it would cost for them to borrow from each other.&amp;#160;</p>", "title": "Geithner defends his role in LIBOR-rigging scandal", "hyperpartisan": false, "url": "https://pri.org/stories/2012-07-25/geithner-defends-his-role-libor-rigging-scandal", "published_at": "2012-07-25", "bias": 3}
{"text": "<p>.......... .......... .......... .......... .......... .......... .......... .......... .......... .......... .......... .......... .......... .......... .......... .......... .......... ..........</p> \n\n<p /> \n\n<p>The cause was brain cancer, said his wife, Carolyn Campbell Beall.</p> \n\n<p>Beall (pronounced &#8220;bell&#8221;) was the scion a prominent family of Maryland Republicans. His father and brother, J. Glenn Beall and J. Glenn Beall Jr., respectively, served in the U.S. Senate. And Beall, who was the U.S. attorney for Maryland from 1970 to 1975, was an appointee of President Richard Nixon, a Republican.</p> \n\n<p>He stepped into a job with a long-standing tradition of prosecuting public officeholders, among them Sen. Daniel Brewster, D-Md., Rep. Thomas Johnson, D-Md., and Jesse Baggett, the chairman of the Prince George&#8217;s County Commission. Beall vowed to continue that tradition. &#8220;Corruption of public officials is heinous, abominable, and has to be ferreted out,&#8221; the 32-year-old Beall told The Washington Post in 1970.</p> \n\n<p>ADVERTISEMENT</p> \n\n<p>In Agnew&#8217;s case, the investigation began with a report of a kickback scheme in suburban Baltimore County, where Agnew had been elected county executive in 1962. According to information uncovered by prosecutors, it had been a practice for some time that public officeholders demanded sub rosa payments from engineers and builders for government construction jobs.</p> \n\n<p>Agnew, who was elected Maryland governor in 1966 and picked by Nixon for his vice president in 1968, had accepted such payments, prosecutors said.</p> \n\n<p>Eventually Agnew accepted a deal in which he would plead no contest to a single charge of tax evasion and resign the vice presidency, which he did in October 1973. He also was fined $10,000. Rep. Gerald Ford, R-Mich., replaced Agnew and then became president after Nixon resigned in August 1974.</p> \n\n<p>George Beall VIII was born in Frostburg, Maryland, on Aug 17, 1937. He rarely if ever used the numerals after his name, his wife said.</p> \n\n<p>His family traced its roots in America to the 1600s, and one of the early George Bealls was a Maryland landholder in a section of the state that now is Washington&#8217;s Georgetown neighborhood. His father was chairman of the Maryland State Road Commission, a state senator, a member of the U.S. House of Representatives and, from 1953 to 1965, a member of the U.S. Senate.</p> \n\n<p>George Beall graduated from the private Phillips Exeter Academy in New Hampshire and in 1959 from Princeton University. He received a law degree from the University of Virginia in 1963 and began practicing law in Baltimore.</p> \n\n<p>He had prosecuted no cases when he took the state&#8217;s attorney job. Over the next five years, his office investigated price fixing involving Baltimore bakeries, secured an indictment of a state legislator for drug dealing &#8211; the legislator was subsequently murdered &#8211; and prosecuted Arthur Bremer, the gunman who shot Alabama Gov. George Wallace, who was campaigning in Maryland&#8217;s Democratic presidential primary in 1972.</p> \n\n<p>But the Agnew case was the capstone of his prosecutorial tenure. The Post said in 1977 that it gave Beall &#8220;a national reputation as a fearless political big game hunter.&#8221; But it did not endear him to GOP regulars, who weren&#8217;t bothered by the bribery charges.</p> \n\n<p>ADVERTISEMENT</p> \n\n<p>Beall dabbled in politics for a few years, helping with his brother&#8217;s campaigns. He ran for governor in 1978 but dropped out of the race, saying, &#8220;I don&#8217;t have the desire.&#8221;</p> \n\n<p>He practiced law in Baltimore, retiring in the early 2000s from the firm then known as Hogan and Hartson. His specialties included commercial litigation, corporate takeovers and several years as general counsel to the Baltimore Ravens football team. He helped shepherd the team&#8217;s relocation to Baltimore from Cleveland.</p> \n\n<p>His marriages to Linda Jenkins and Nancy Roche ended in divorce. Survivors include his wife of 37 years, Carolyn Campbell Beall of Naples; a daughter from his second marriage, Rebecca Beall of Summit, New Jersey: three stepchildren, Jamie Alban of Baltimore, Nicholas Guy Alban of Nashville and Tobey Frederick of Easton, Maryland; 16 grandchildren; and a great-granddaughter.</p> \n\n<p>His brother J. Glenn Beall Jr. died in 2006.</p> \n\n<p>In 1995, Agnew&#8217;s official portrait was restored to a place of prominence in the Maryland State House, 22 years after he had resigned as vice president and 16 years after it was ordered removed by Gov. Harry Hughes, D, who was elected on a good-government platform.</p> \n\n<p>Some involved in the prosecution of Agnew were upset, but Beall took what The Post called a &#8220;more diplomatic&#8221; view.</p> \n\n<p>&#8220;Agnew paid a very high price,&#8221; Beall said at the time. &#8220;He forfeited the second- highest office in the land . . . It was an important lesson for him and for the country. And it seems to me the lesson bears repeating . . . we should not hide our shortcomings in the closet.&#8221;</p>", "title": "George Beall, who led prosecution of Vice President Spiro Agnew, dies at 79", "hyperpartisan": false, "url": "https://abqjournal.com/930680/george-beall-who-led-prosecution-of-vice-president-spiro-agnew-dies-at-79.html", "published_at": "", "bias": 2}
{"text": "<p>Queen Elizabeth II is known to often times have trouble sleeping, so to cure that she goes for <a href=\"http://www.huffingtonpost.com/entry/queen-almost-shot_us_586e01ede4b0c8575a774109?section=us_weird-news\" type=\"external\">late</a>night strolls through the palace grounds in a hope to calm her mind and body. Well one such morning, at about 3 am a guard spotted someone walking through the garden. He called out:</p> \n\n<p>&#8220;Who&#8217;s that?</p> \n\n<p>But as the Queen got closer the guard quickly realized it was her majesty. In relief and nerves the guard <a href=\"http://www.thetimes.co.uk/edition/news/most-curious-royal-incident-x0f7w9sqw\" type=\"external\">stated:</a></p> \n\n<p>&#8220;Bloody hell, your majesty, I nearly shot you.&#8221;</p> \n\n<p>The guard, realizing he may have spoken out of turn, waited patiently for her reaction. The Queen <a href=\"http://www.thetimes.co.uk/edition/news/most-curious-royal-incident-x0f7w9sqw\" type=\"external\">replied:</a></p> \n\n<p>&#8220;That&#8217;s quite all right. Next time I&#8217;ll ring through beforehand so you don&#8217;t have to shoot me.&#8221;</p> \n\n<p>The Times originally reported the story but the Buckingham refuses to make a statement or reply to questions. The current status of the guard is unknown as well but the Queen seems to have a good enough sense of humor that her assailant most likely kept his head.</p> \n\n<p /> \n\n<p>Featured image via <a href=\"https://www.pinterest.com/ewaviktorin/queen-elisabeth-ii-funny-moments/\" type=\"external\">Pinterest</a>.</p>", "title": "The Queen Mother Is Almost Shot In Her Own Backyard (VIDEO)", "hyperpartisan": true, "url": "http://offthemainpage.com/2017/01/05/the-queen-mother-is-almost-shot-in-her-own-backyard-video/", "published_at": "2017-01-05", "bias": 4}
{"text": "<p>.......... .......... .......... .......... .......... .......... .......... .......... .......... .......... .......... .......... .......... .......... .......... .......... .......... ..........</p> \n\n<p>apl020115b/ASECTION/PIERRE-LOUIS/JOURNAL/020115Bernalillo County Sheriff Deputies block I 25 traffic in both directions after a fatal accident . Photographed on Sunday February 1 , 2015. /Adolphe Pierre-Louis/Journal</p> \n\n<p>ALBUQUERQUE, N.M. &#8212; One person was killed in a single vehicle rollover crash on I-25 just south of Rio Bravo about 8:45 p.m. Sunday. Bernalillo County Sheriff&#8217;s Capt. Justin Dunlap said both lanes of I-25 are closed through the area. The identity of the victim was not released, nor was it known if the person was wearing a seatbelt or if alcohol was involved.</p> \n\n<p>Another rollover accident which involved multiple vehicles Sunday night, occurred on eastbound I-40 at 6th Street at about 9:15 p.m. No fatalities were reported and there was no other information available.</p> \n\n<p>ADVERTISEMENT</p>", "title": "Rollover accident kills driver", "hyperpartisan": false, "url": "https://abqjournal.com/535068/rollover-accident-kills-driver.html", "published_at": "", "bias": 2}
{"text": "<p>For the first time in American history, the high school graduation rate hit 83 percent, higher than any other time before. President Obama made the announcement on Monday at Benjamin Banneker Academic High School in Washington, D.C.</p> \n\n<p>\"When I took office almost eight years ago, we knew that our education system was falling short,\" he <a href=\"http://www.npr.org/sections/ed/2016/10/17/498246451/the-high-school-graduation-reaches-a-record-high-again\" type=\"external\">stated</a>. \"I said, by 2020 I want us to be No. 1 across the board, so we got to work making real changes to improve the chances for all of our young people ... And the good news is that we've made real progress.\"</p> \n\n<p>Taking credit for five years straight of record-setting graduation rates, Obama patted himself on the back and repackaged federal education initiatives including the \"Preschool for All\" program and the \"free community college partnership.\"</p> \n\n<p>What the president failed to mention was the fact that state and local government have been instrumental in churning out more graduates.</p> \n\n<p>In fact, the nationwide boost is largely the result of averages compiled from predominately red states. According to <a href=\"http://www.npr.org/sections/ed/2016/10/17/498246451/the-high-school-graduation-reaches-a-record-high-again\" type=\"external\">NPR</a>, \"Georgia's reported rate has risen more than 10 points, from 67 percent to 79 percent since 2010-2011. It jumped more than six points from last spring to this spring.\"</p> \n\n<p>But the impressive figures come amidst concerns that some states are lowering standards to hit achievement goals. Average SAT and ACT test scores are down, while aptitude tests remain flatlined, as NPR notes.</p> \n\n<p>Even so, President Obama appeared to champion the achievement as his own, implying that the federal government has been at the forefront of increased participation by students at schools. This preposterous claim was even challenged by none other than left-leaning NPR. \"Despite all the action that's been taken recently toward this goal, we have to keep in mind the possibility that broader social forces are playing a larger role than policy initiatives in influencing the percentage who graduate,\" explains NPR.</p> \n\n<p>As The Daily Wire's own Ben Shapiro has pointed out time and time again, the single greatest indicator of childhood success is having two parents in the home. This holds true across racial lines. It's the family unit that helps kids thrive in academics and move up the socioeconomic ladder, not the overbearing state.</p>", "title": "HS Graduation Rate Hits Historic High. Obama Congratulates Himself...and The Federal Government.", "hyperpartisan": true, "url": "https://dailywire.com/news/10026/hs-graduation-rate-hits-historic-high-obama-michael-qazvini", "published_at": "2016-10-18", "bias": 0}
{"text": "<p /> \n\n<p /> \n\n<p /> \n\n<p /> SHARMINI PERIES, EXEC. PRODUCER, TRNN: Welcome to the Real News Network. I'm Sharmini Peries coming to you from Baltimore. \n\n<p /> \n\n<p />A 50 percent increase in lead levels in children's blood has caused the mayor of Flint, Michigan, Karen Weaver, to declare a state of emergency. In April of last year in 2014, the city of Flint switched its water source from the Detroit system to Flint River. The switch has led to various levels of toxins in the water supply, including lead. The water coming out of the taps in the city is foul-smelling and badly discolored. Initially there were problems of E. coli and then high levels of total trihalomethanes, a carcigenic byproduct of chlorine that causes cancer and other diseases. \n\n<p /> \n\n<p />Now joining us to talk about all of this is Curt Guyette. He is an award-winning journalist who has been covering Detroit for nearly 20 years. He is now working for the ACLU of Michigan and reporting on issues related to emergency management and open government. Good to have you with us again, Curt. \n\n<p /> \n\n<p />CURT GUYETTE: Pleasure to be here. \n\n<p /> \n\n<p />PERIES: So Curt, last time you were on the Real News Network we were reporting on a state of emergency over the water supply in Flint, Michigan. So what's the difference between that emergency and this one? \n\n<p /> \n\n<p />GUYETTE: Well, this one was declared by the city itself, and I think the significance is, number one, you finally have city officials admitting that this is a disaster. Previously when the city was under emergency management and the previous mayor, both of whom supported the switch to the Flint River, and thereby were responsible for this disaster, now there's a new mayor who is not responsible for it. And only concern is addressing the problem. \n\n<p /> \n\n<p />And the first step in addressing the problem is admitting there is a problem. And she is doing that by declaring the state of emergency. It also has the potential to better position the city to receive disaster relief from the federal government. \n\n<p /> \n\n<p />PERIES: Now, Curt, from what I understand, the switching from the Detroit's water system to the Flint River was supposed to save the city somewhat, something like $5 million. We know Flint is in a cash-strapped situation, but now changing it back to Detroit's water system is going to cost apparently over $12 million, not to mention the sick children that need to be treated and perhaps lawsuits as well. How are the officers, officials, rationalizing their decision here? \n\n<p /> \n\n<p />GUYETTE: That's a, that's a good question. I think that they will say this problem took them by surprise, that they weren't prepared for it. But that just goes to show, if what they're saying is true, at the very least was a lack of due diligence to ensure that the river water would be safe before doing the switchover. \n\n<p /> \n\n<p />PERIES: Did they not test it before they switched? I mean, you would think, you know, providing water supply for a city there's some basic measures in place to test it before making such a drastic decision. \n\n<p /> \n\n<p />GUYETTE: Yes. And you know, I'm still trying to get a complete answer as to what was and wasn't done prior to the switch. But Mark Edwards, the, who's one of the world's leading experts on issues like this and has been working very closely with the people of Flint, said that, you know, any sort of reasonable testing of the river water beforehand, it would have easily been predictable that this would be the consequence, because the river water is so highly corrosive. And that this is just a predictable outcome. The lead contamination is a predictable outcome of using that highly corrosive water. \n\n<p /> \n\n<p />And then the problem was compounded by the fact that the city and the state made a decision to stop adding corrosive control phosphates, to use phosphates to control corrosion in the pipes. And inexplicably they made the decision to stop using that. So they went from the Detroit water, which is clean, safe, not highly corrosive at all, to--but they did use corrosion control, to the Flint River water, which is multiple times more corrosive than the Detroit water. And then when they needed corrosion control more than ever, they stopped using it. \n\n<p /> \n\n<p />And when you're talking about the cost, one of the major, major costs that the people of Flint are going to be facing is repairing and replacing the water delivery system infrastructure that has been terribly, terribly damaged by the use of this highly corrosive water. \n\n<p /> \n\n<p />PERIES: Now, how are the parents coping with this situation? I understand the neurological damage, the behavioral effects, of lead in your bloodstream is, according to the WHO, irreversible. What's the situation there, and how are they coping with it? \n\n<p /> \n\n<p />GUYETTE: You know, it's a very difficult thing to cope with. It's devastating. Absolutely devastating to learn that your child is irreversibly impaired by water that was supposed to be safe. That your government was repeatedly telling you was safe. \n\n<p /> \n\n<p />So it's, it's devastating. But one of the things that they're doing is participating in a, a class action lawsuit that the intent is to, to help all these people recover damages. And among those damages are the, the health effects on these families. And in the case of the children, the increased difficulty of providing education, because the lead exposure results in lowered IQs, learning disabilities, and behavioral problems. And so the residents of Flint are going to be needing help paying for all those things. \n\n<p /> \n\n<p />PERIES: And yet it's a cash-strapped city. So where does the responsibility for all this eventually lie? \n\n<p /> \n\n<p />GUYETTE: I believe it lies with the state, because it was the state that came in and took over the city. It was the state emergency manager who was in charge when the decision was made to leave the Detroit system and start using the Flint River. And it was purely an economic decision, made without, without really taking into account the health consequences that could and did result from that, from that really horribly misguided decision. \n\n<p /> \n\n<p />PERIES: Curt, we really appreciate the work you're doing on behalf of the residents of Michigan, and Flint in particular. And we look forward to your continued reports with us. We do want to follow this story, because I think other cities may be faced with similar kinds of situations, and we're not even privy to it at this time. \n\n<p /> \n\n<p />GUYETTE: That's absolutely true, because one of the problems is that the way the Michigan Department of Environmental Quality conducts tests under the federal EPA's lead and copper rule are absolutely intended to minimize the amount of lead being found. And Michigan is not the only state where that's occurring. \n\n<p /> \n\n<p />And there were just hearings by the EPA which is considering changes to the rule, and one of the things that came out in that hearing was the fact that there's, throughout the United States, 10 million lead service lines. And so unless the proper corrosion control is being used, and unless the proper detection methods are being employed, people are going to be exposed to lead. And it's important to emphasize that there is no safe level of lead. \n\n<p /> \n\n<p />So if there's any level of lead in someone's drinking water, that's an unsafe level, and has potential to have really severe consequences. So this isn't just a Flint problem, this is a nationwide issue. \n\n<p /> \n\n<p />PERIES: And is there any quick fixes to this besides using this treatment to control the corrosion? Is replacement of all of these pipes the ultimate answer? \n\n<p /> \n\n<p />GUYETTE: I believe it is. But it's a complicated issue, because first of all it's so expensive. There are ten million of these pipes. The cost of replacing them can be $3500 each and upwards, depending how long it is. But it's complicated by the fact that typically the municipality will own half of the pipe. The section that goes from the water main that runs down the street to the homeowner's property line. And then the second half is from the property line to the house, is owned by the homeowner. And how you compel them to replace their half of the line is a difficult thing, especially if it's a landlord situation, might not care, someone doesn't want to invoke a $3500 expense, especially if it's a property in a low-income neighborhood. \n\n<p /> \n\n<p />So it's a very difficult issue. And really the answer is money. You know, lots, lots and lots. We're talking about billions of dollars here. \n\n<p /> \n\n<p />PERIES: And Curt, so what is the potential damage to citizens that don't replace their pipes inside their property line? \n\n<p /> \n\n<p />GUYETTE: Well, you know, one thing that Mark Edwards points out is that the biggest problem is not lead in your water, the biggest problem is lead in your water and not knowing about it. Because if you know about it and you're in the financial position, you can filter the water. It helps if you run the water for five minutes or something to, to get the fresh water that's not been sitting in that lead service line. \n\n<p /> \n\n<p />So I would say the number one thing that people should be doing is getting their water tested to see if there's lead present in it. And then once they make that determination, excuse me, they can decide what to do in terms of addressing it. But the most important thing is to first find out. \n\n<p /> \n\n<p />PERIES: Curt, important work you're doing. Thank you so much for joining us today. \n\n<p /> \n\n<p />GUYETTE: Thanks for having me on. \n\n<p /> \n\n<p />PERIES: And thank you for joining us on the Real News Network. \n\n<p /> \n\n<p />End \n\n<p /> \n\n<p />DISCLAIMER: Please note that transcripts for The Real News Network are typed from a recording of the program. TRNN cannot guarantee their complete accuracy.", "title": "Poisoning the Children of Flint, Michigan", "hyperpartisan": true, "url": "http://therealnews.com/t2/index.php?option%3Dcom_content%26task%3Dview%26id%3D31%26Itemid%3D74%26jumival%3D15310", "published_at": "2015-12-17", "bias": 4}
{"text": "<p>Msgr. Thomas A. Whelan, my pastor when I was growing up in Baltimore, was a striking character: Princeton friend of F. Scott Fitzgerald; former Wall Street broker; high-ranking Army chaplain in World War II; world traveler; founding rector of the Cathedral of Mary Our Queen. The latter two roles led to some creative thinking about arranging &#8220;coverage&#8221; at the cathedral during the summer, when he could be found abroad: One by one and year by year, Msgr. Whelan brought to Baltimore newly ordained Australian priests who had studied in Rome, wanted to visit the U.S., and could use some money.</p> \n\n<p>And so, precisely fifty years ago this month, a tall, gangly Aussie named George Pell entered my life. By the end of August 1967, he had become a fast friend of my family. Little did we know that the next half-century would lead us into the same foxholes in various ecclesiastical battles; or to a shared friendship with a Polish priest, pope, and saint; or into synods, consistories, papal elections, and other adventures. We&#8217;re both a little slower and a little heavier than we were in the summer of &#8217;67, when, if memory serves, I helped introduce the future cardinal to frisbee at the beach. But the friendship is even closer and it is one of the great blessings of my life.</p> \n\n<p>That summer, Father Pell was heading for doctoral studies in history at Oxford after ordination in Rome from the Pontifical Urban University (horsemeat was a staple on the menu in his day). His intellectual gifts might have marked him out for a scholarly career. But providence (and John Paul II) had other plans, and rather than teaching history full-time, George Pell made history, becoming the defining figure of twenty-first-century Catholicism in Australia.</p> \n\n<p>Had Pell not become archbishop of Melbourne, and later cardinal-archbishop of Sydney, it&#8217;s a reasonable bet that Australian Catholicism today would resemble the Irish Church from which the Church Down Under largely descends: scandal-ridden, demoralized, intellectually shoddy, and somewhere out on the far periphery of the New Evangelization. Thanks to Pell&#8217;s courage in facing down the Australian forces of Catholic Lite, the Church in Oz today has a fighting chance.</p> \n\n<p>Cardinal Pell&#8217;s accomplishment has not been cost-free. Australia is a contact-sport country, and that national tendency to hit hard extends to both the Aussie media and to intra-ecclesiastical life. George Pell&#8217;s enemies, and their media lapdogs, have not scrupled to lie about him for decades. Perhaps the most absurd charge was that this man, whose sartorial style rings up &#8220;Salvation Army Thrift Shop,&#8221; kept a house full of Church finery to satisfy his vanity. As it happens (and as I wrote at the time), I had just stayed in the cardinal&#8217;s house when this nonsense appeared; I hadn&#8217;t seen a vestment anywhere, but had noted thousands of books and the current issues of every major opinion journal in the English-speaking world.</p> \n\n<p>More recently, the calumnies have become much darker, as the man who designed and implemented the Australian Church&#8217;s first vigorous response to the sexual abuse of the young has been charged with being an abuser. His friends are confident that the charges, like other fanciful allegations the cardinal has consistently denied and of which he has been exonerated, will be shown to be gross falsehoods&#8212;not least because we believe Pell is telling the truth when he flatly and forcefully denies the current accusations.</p> \n\n<p>There is a new twist to this dirty business, however. Since 2014, Cardinal Pell has been responsible for draining the Vatican financial swamp of corruptions that had become epidemic, ingrained, and virtually institutionalized. Given the stakes and the sleaziness involved, it would not be surprising to learn that some who would be most adversely effected by Pell&#8217;s success in Vatican financial reform may have been generating false accusations now in play in the Australian judicial system. Australia, it seems, is not the only place where hardball is played, and in very unsavory forms.</p> \n\n<p>Cardinal George Pell is a big man in every sense of the word and his stamina under assault is entirely admirable. Its deepest root, however, is not his native combativeness but Pell&#8217;s faith. Its solidity, and the courage to which that rock-solid faith gives rise, may be what aggravates his foes the most.</p> \n\n<p>It&#8217;s also what inspires his legion of friends, among whom I am honored to number myself&#8212;for fifty years and counting.</p> \n\n<p>George Weigel&amp;#160;is Distinguished Senior Fellow of Washington, D.C.&#8217;s Ethics and Public Policy Center, where he holds the William E. Simon Chair in Catholic Studies.</p>", "title": "Fifty Years of Friendship with Cardinal Pell", "hyperpartisan": false, "url": "https://eppc.org/publications/fifty-years-of-friendship-with-cardinal-pell/", "published_at": "", "bias": 1}
{"text": "<p>WASHINGTON (AP) _ These Dist. of Columbia lotteries were drawn Saturday:</p> \n\n<p>DC 3 Evening</p> \n\n<p>0-4-1</p> \n\n<p>(zero, four, one)</p> \n\n<p>DC 3 Midday</p> \n\n<p>4-9-3</p> \n\n<p>(four, nine, three)</p> \n\n<p>DC 4 Evening</p> \n\n<p>3-8-7-2</p> \n\n<p>(three, eight, seven, two)</p> \n\n<p>DC 4 Midday</p> \n\n<p>8-6-5-5</p> \n\n<p>(eight, six, five, five)</p> \n\n<p>DC 5 Evening</p> \n\n<p>9-3-3-0-0</p> \n\n<p>(nine, three, three, zero, zero)</p> \n\n<p>DC 5 Midday</p> \n\n<p>0-9-0-7-6</p> \n\n<p>(zero, nine, zero, seven, six)</p> \n\n<p>Mega Millions</p> \n\n<p>Estimated jackpot: $40 million</p> \n\n<p>Powerball</p> \n\n<p>12-29-30-33-61, Powerball: 26, Power Play: 3</p> \n\n<p>(twelve, twenty-nine, thirty, thirty-three, sixty-one; Powerball: twenty-six; Power Play: three)</p> \n\n<p>Estimated jackpot: $570 million</p> \n\n<p>WASHINGTON (AP) _ These Dist. of Columbia lotteries were drawn Saturday:</p> \n\n<p>DC 3 Evening</p> \n\n<p>0-4-1</p> \n\n<p>(zero, four, one)</p> \n\n<p>DC 3 Midday</p> \n\n<p>4-9-3</p> \n\n<p>(four, nine, three)</p> \n\n<p>DC 4 Evening</p> \n\n<p>3-8-7-2</p> \n\n<p>(three, eight, seven, two)</p> \n\n<p>DC 4 Midday</p> \n\n<p>8-6-5-5</p> \n\n<p>(eight, six, five, five)</p> \n\n<p>DC 5 Evening</p> \n\n<p>9-3-3-0-0</p> \n\n<p>(nine, three, three, zero, zero)</p> \n\n<p>DC 5 Midday</p> \n\n<p>0-9-0-7-6</p> \n\n<p>(zero, nine, zero, seven, six)</p> \n\n<p>Mega Millions</p> \n\n<p>Estimated jackpot: $40 million</p> \n\n<p>Powerball</p> \n\n<p>12-29-30-33-61, Powerball: 26, Power Play: 3</p> \n\n<p>(twelve, twenty-nine, thirty, thirty-three, sixty-one; Powerball: twenty-six; Power Play: three)</p> \n\n<p>Estimated jackpot: $570 million</p>", "title": "DC Lottery", "hyperpartisan": false, "url": "https://apnews.com/57538bc8a8b84a7e93c3ef57d32c4b1d", "published_at": "2018-01-07", "bias": 2}
{"text": "<p>DUHOK, Iraq &#8212; As the girls ran frantically in the dead of night, only a flashlight guided them. At 15, Freya Azam Ali had already been thrust into adulthood when she was kidnapped by Islamic State (IS) militants almost 4 months earlier. Many times she held her hand over the mouth of her 10-year-old companion Bousha to muffle the sound of her sobs from their pursuers.</p> \n\n<p>The men chased after them all night. The girls ran and hid repeatedly, but each time the uncontrolled crying of Freya&#8217;s young friend or the light the girls used to find their way betrayed their position. Finally they made a last-ditch sprint for the line controlled by Yazidi fighters, running under heavy gunfire.</p> \n\n<p>Freya describes the scene from the safety of her meager shelter in the Khanake Refugee Camp in Duhok, Iraq.</p> \n\n<p>&#8220;They started shooting at us with guns and rockets. The sound was deafening,&#8221; she says, describing the last moments of their&amp;#160; chase on the rugged mountainside. &#8220;There were dogs chasing us. IS was shooting at us. I thought we would die for sure. Bousha didn&#8217;t stop crying the whole time.&#8221;</p> \n\n<p>But finally, as the girls reached the limits of IS territory, Yazidi militia fighters rushed in to defend them. The girls were returned to their families in Duhok some days later.</p> \n\n<p>Freya and Bousha are among those you could call the lucky ones. According to The Yazidi Fraternal Organization (YFO), around 5,000 other Yazidi women and children remain in the hands of IS militants in Iraq and Syria, many of them treated as sex slaves bought and sold like livestock.</p> \n\n<p>The YFO has also registered the names of thousands of Yazidi men believed to have been killed or captured by IS during a three-day period beginning Aug. 3, when the militants seized control of numerous Yazidi towns in northern Iraq, including Freya&#8217;s.</p> \n\n<p>As of last week, the Committee to Assist Escaped Yazidis has registered 150 women, 57 children and 229 men who have escaped IS captivity.</p> \n\n<p>The number is staggeringly low, especially considering the risk to the Yazidi population was one of the key reasons US President Barack Obama gave for authorizing the current campaign of targeted airstrikes against IS in Iraq. The US is also supplying weapons and training to local Iraqi and Kurdish forces.</p> \n\n<p>International support is helping to push back IS, YFO director Hussan Salim said earlier this month. &#8220;It is effective. We can see this,&#8221; he says. Air raids or even low-flying aircraft have often sent IS prison guards running, giving their captives, mostly women and girls, a chance to escape.</p> \n\n<p>&#8220;But it is not enough. We cannot just leave these women to run alone.&#8221;</p> \n\n<p>Salim said only special operations forces &#8212; either trained Iraqi units or foreign teams, on the ground &#8212; could free a significant number of Yazidi captives.</p> \n\n<p>&#8220;We know the locations of where many of these women are being held in collective prisons,&#8221; Salim said. More are sold or traded every day. &#8220;The longer they wait the harder it will be. [The captives] have already been widely distributed in both Iraq and across the Syrian border.&#8221;</p> \n\n<p>Last week, local and international forces launched a joint effort to secure routes around Mount Sinjar and to reclaim surrounding villages that had fallen to IS. Many small villages have been retaken, but so far there are no reports that IS captives have been liberated. A fierce battle for villages in the Sinjar area continues.</p> \n\n<p>It&#8217;s impossible to know how many women have died or been recaptured in dramatic escape attempts like Freya&#8217;s in recent months.</p> \n\n<p>&#8220;Clearly we don&#8217;t have these figures,&#8221; Salim said. &#8220;But we can assume the odds of making it out alone are low.&#8221;</p> \n\n<p>In an interview before the ground assault to retake Sinjar, Salim said he was disheartened that the US appeared to be focusing their protection on assets rather than lives.</p> \n\n<p>&#8220;The areas where they have regained control are either oil-rich or strategic for some other reason, but for our villages and these areas that we know are operating as prisons there is no effort to regain control. As Yazidis it makes us feel sad and abandoned,&#8221; he said.</p> \n\n<p>This latest push has given some hope to the thousands of Yazidi families with missing loved ones. As peshmerga and Yazidi militia groups move deeper into IS territory, hopes are strong that many of their captives may be recovered. But already fighters on the ground are sending through reports of finding mass graves. Military victory in the Sinjar region seems set to bring both relief and heartbreak to this displaced community.</p> \n\n<p>For the women being held, time is crucial.</p> \n\n<p>Freya managed to escape before she was sold or abused. When IS militants entered her village on Aug. 3, she had tried to run with other family members. They were all shot around her.</p> \n\n<p>&#8220;I saw them fall one by one, then I felt myself hit the ground,&#8221; she said.</p> \n\n<p>When she woke up she was in a large room with other captives. Freya had been shot in the shoulder. A local Arab doctor had been brought in to provide primitive treatment to the women and children. He removed the bullet and stiched her wound. A wide, raised pink scar still stretches from her shoulder to her armpit.</p> \n\n<p>&#8220;The men they didn&#8217;t care about. [IS] just let them die,&#8221; Freya said.</p> \n\n<p>She was later sent to the village of Kocho where she was held in a guarded house with 37 others. Once, she tried to run. But when she found a pile of rotting bodies just outside she returned, afraid of what might happen to her if she were caught.</p> \n\n<p>Months after their capture, Freya and Bousha were selected by a group of men who took them to a village she knew, close to Mount Sinjar. Overhearing their captors&#8217; plans to ship them to Syria the next morning, the girls saw their last chance to run. After stealing a flashlight they pried the window open with a spoon. After the night's harrowing chase, they somehow made it across the IS front line with Yazidi forces.</p> \n\n<p>Yazidi militia commander Qassim Shasho has received many girls like Freya at his Sinjar Mountain base.</p> \n\n<p>&#8220;Some of the girls escape alone and manage to call their families or make their way to the mountains on foot,&#8221; Shasho said. &#8220;Other times, IS members contact us directly to assist in the release of women. We also pay smugglers operating within the Islamic State to get our girls out.&#8221;</p> \n\n<p>Shasho said there are many good people living under the Islamic State that are willing to help. Even some Arab families that support IS but are appalled by the systematic sale and rape of Yazidi girls have done much to help.</p> \n\n<p>Nahala Morat, 14, was one of four Yazidi girls released in a deal two weeks ago. A local Arab man brought the four young girls from an IS member for $3,000 each. At first Nahala said she was afraid of what he would do to them but instead he took them directly to his mother who cared for them until he was able to get in contact with Nahala&#8217;s uncle. An exchange was arranged and the girls were delivered to the Yazidi militia awaiting them on the mountain before being airlifted to Duhok were Nahala and her brother share a tent with their uncle&#8217;s family.&amp;#160;</p> \n\n<p>While Shasho has dealt with many good men in such rescue deals, he admits others are just looking out for their own interests.</p> \n\n<p>&#8220;They are thinking about their future. When they see the international community rallying against IS, they see their days are numbered. So they are playing their last card before it is too late,&#8221; he said.</p> \n\n<p>Shasho said when they make contact they ask for future protection for themselves and for their families.</p> \n\n<p>&#8220;If anyone helps even one of our women to return, I give them my word I will do all I can to protect them when IS falls,&#8221; he said.</p> \n\n<p>Ameena Saeed, a former Iraqi politician who now heads the Duhok-based Committee to Assist Escaped Yazidis, works with medical teams to arrange health and psychological care for hundreds of Yazidis who survived their run from IS.</p> \n\n<p>Each case is different, she said. Some are barely alive after running and hiding for days or weeks. Many of the girls have been sold up to three times to different individuals or groups of men. Some have lived through hell &#8212; repeatedly raped, drugged, and tortured physically and psychologically, with little food and inadequate shelter.</p> \n\n<p>Others have been kept together in large family groups and, like Freya and Bousha, largely left alone. But almost all who survived have been forced to convert to Islam and swear allegiance to the group that has systematically tried to wipe out their people.</p> \n\n<p>This weighs heavily on the survivors.</p> \n\n<p>In a private room at the Lalish temple, Baba Chawish, one of the Yazidis&#8217; top three holy men, pleaded for international support.</p> \n\n<p>&#8220;We are a poor community and a peaceful religion. We don&#8217;t hold hatred for any other belief or people, even the Islamic State. We have no other problem with them other than their actions towards us,&#8221; he said.</p> \n\n<p>&#8220;If the international community supports and protects us we can stay here in our holy land, but we are losing faith. We need help if we are to survive.&#8221;</p>", "title": "Thousands of Yazidi girls and women are still held by the Islamic State", "hyperpartisan": false, "url": "https://pri.org/stories/2014-12-24/thousands-yazidi-girls-and-women-are-still-held-islamic-state", "published_at": "2014-12-24", "bias": 3}
{"text": "My favourite food is anything I didn't have to cook myself.", "labels": [27], "id": "eebbqej"}
{"text": "Now if he does off himself, everyone will think hes having a laugh screwing with people instead of actually dead", "labels": [27], "id": "ed00q6i"}
{"text": "To make her feel threatened", "labels": [14], "id": "ed7ypvh"}
{"text": "Dirty Southern Wankers", "labels": [3], "id": "ed0bdzj"}
{"text": "OmG pEyToN iSn'T gOoD eNoUgH tO hElP uS iN tHe PlAyOfFs! Dumbass Broncos fans circa December 2015.", "labels": [26], "id": "edvnz26"}
{"text": "Damn youtube and outrage drama is super lucrative for reddit", "labels": [0], "id": "ed8wbdn"}
{"text": "It might be linked to the trust factor of your friend.", "labels": [27], "id": "eczgv1o"}
{"text": "SECTION 1. SHORT TITLE.\n\n This Act may be cited as the ``Electric Reliability Improvement Act \nof 2003''.\n\nSEC. 2. ELECTRIC RELIABILITY STANDARDS.\n\n Part II of the Federal Power Act (16 U.S.C. 824 et seq.) is amended \nby inserting the following new section at the end thereof:\n\n``SEC. 215. ELECTRIC RELIABILITY.\n\n ``(a) Definitions.--For purposes of this section--\n ``(1) The term `bulk-power system' means--\n ``(A) facilities and control systems necessary for \n operating an interconnected electric energy \n transmission network (or any portion thereof); and\n ``(B) electric energy from generation facilities \n needed to maintain transmission system reliability.\n The term does not include facilities used in the local \n distribution of electric energy.\n ``(2) The terms `Electric Reliability Organization' and \n `ERO' mean the organization certified by the Commission under \n subsection (c) the purpose of which is to establish and enforce \n reliability standards for the bulk-power system, subject to \n Commission review.\n ``(3) The term `reliability standard' means a requirement, \n approved by the Commission under this section, to provide for \n reliable operation of the bulk-power system. The term includes \n requirements for the operation of existing bulk-power system \n facilities and the design of planned additions or modifications \n to such facilities to the extent necessary to provide for \n reliable operation of the bulk-power system, but the term does \n not include any requirement to enlarge such facilities or to \n construct new transmission capacity or generation capacity.\n ``(4) The term `reliable operation' means operating the \n elements of the bulk-power system within equipment and electric \n system thermal, voltage, and stability limits so that \n instability, uncontrolled separation, or cascading failures of \n such system will not occur as a result of a sudden disturbance \n or unanticipated failure of system elements.\n ``(5) The term `Interconnection' means a geographic area in \n which the operation of bulk-power system components is \n synchronized such that the failure of one or more of such \n components may adversely affect the ability of the operators of \n other components within the system to maintain reliable \n operation of the facilities within their control.\n ``(6) The term `transmission organization' means a regional \n transmission organization, independent system operator, \n independent transmission provider, or other transmission \n organization finally approved by the Commission for the \n operation of transmission facilities.\n ``(7) The term `regional entity' means an entity having \n enforcement authority pursuant to subsection (e)(4).\n ``(b) Jurisdiction and Applicability.--(1) The Commission shall \nhave jurisdiction, within the United States, over the ERO certified by \nthe Commission under subsection (c), any regional entities, and all \nusers, owners and operators of the bulk-power system, including but not \nlimited to the entities described in section 201(f), for purposes of \napproving reliability standards established under this section and \nenforcing compliance with this section. All users, owners and operators \nof the bulk-power system shall comply with reliability standards that \ntake effect under this section.\n ``(2) The Commission shall issue a final rule to implement the \nrequirements of this section not later than 180 days after the date of \nenactment of this section.\n ``(c) Certification.--Following the issuance of a Commission rule \nunder subsection (b)(2), any person may submit an application to the \nCommission for certification as the Electric Reliability Organization \n(ERO). The Commission may certify one such ERO if the Commission \ndetermines that such ERO--\n ``(1) has the ability to develop and enforce, subject to \n subsection (e)(2), reliability standards that provide for an \n adequate level of reliability of the bulk-power system; and\n ``(2) has established rules that--\n ``(A) assure its independence of the users and \n owners and operators of the bulk-power system, while \n assuring fair stakeholder representation in the \n selection of its directors and balanced decisionmaking \n in any ERO committee or subordinate organizational \n structure;\n ``(B) allocate equitably reasonable dues, fees, and \n other charges among end users for all activities under \n this section;\n ``(C) provide fair and impartial procedures for \n enforcement of reliability standards through the \n imposition of penalties in accordance with subsection \n (e) (including limitations on activities, functions, or \n operations, or other appropriate sanctions);\n ``(D) provide for reasonable notice and opportunity \n for public comment, due process, openness, and balance \n of interests in developing reliability standards and \n otherwise exercising its duties; and\n ``(E) provide for taking, after certification, \n appropriate steps to gain recognition in Canada and \n Mexico.\n ``(d) Reliability Standards.--(1) The Electric Reliability \nOrganization shall file each reliability standard or modification to a \nreliability standard that it proposes to be made effective under this \nsection with the Commission.\n ``(2) The Commission may approve, by rule or order, a proposed \nreliability standard or modification to a reliability standard if it \ndetermines that the standard is just, reasonable, not unduly \ndiscriminatory or preferential, and in the public interest. The \nCommission shall give due weight to the technical expertise of the \nElectric Reliability Organization with respect to the content of a \nproposed standard or modification to a reliability standard and to the \ntechnical expertise of a regional entity organized on an \nInterconnection-wide basis with respect to a reliability standard to be \napplicable within that Interconnection, but shall not defer with \nrespect to the effect of a standard on competition. A proposed standard \nor modification shall take effect upon approval by the Commission.\n ``(3) The Electric Reliability Organization shall rebuttably \npresume that a proposal from a regional entity organized on an \nInterconnection-wide basis for a reliability standard or modification \nto a reliability standard to be applicable on an Interconnection-wide \nbasis is just, reasonable, and not unduly discriminatory or \npreferential, and in the public interest.\n ``(4) The Commission shall remand to the Electric Reliability \nOrganization for further consideration a proposed reliability standard \nor a modification to a reliability standard that the Commission \ndisapproves in whole or in part.\n ``(5) The Commission, upon its own motion or upon complaint, may \norder the Electric Reliability Organization to submit to the Commission \na proposed reliability standard or a modification to a reliability \nstandard that addresses a specific matter if the Commission considers \nsuch a new or modified reliability standard appropriate to carry out \nthis section.\n ``(6) The final rule adopted under subsection (b)(2) shall include \nfair processes for the identification and timely resolution of any \nconflict between a reliability standard and any function, rule, order, \ntariff, rate schedule, or agreement accepted, approved, or ordered by \nthe Commission applicable to a transmission organization. Such \ntransmission organization shall continue to comply with such function, \nrule, order, tariff, rate schedule or agreement accepted approved, or \nordered by the Commission until--\n ``(A) the Commission finds a conflict exists between a \n reliability standard and any such provision;\n ``(B) the Commission orders a change to such provision \n pursuant to section 206 of this part; and\n ``(C) the ordered change becomes effective under this part.\nIf the Commission determines that a reliability standard needs to be \nchanged as a result of such a conflict, it shall order the ERO to \ndevelop and file with the Commission a modified reliability standard \nunder paragraph (4) or (5) of this subsection.\n ``(e) Enforcement.--(1) The ERO may impose, subject to paragraph \n(2), a penalty on a user or owner or operator of the bulk-power system \nfor a violation of a reliability standard approved by the Commission \nunder subsection (d) if the ERO, after notice and an opportunity for a \nhearing--\n ``(A) finds that the user or owner or operator has violated \n a reliability standard approved by the Commission under \n subsection (d); and\n ``(B) files notice and the record of the proceeding with \n the Commission.\n ``(2) A penalty imposed under paragraph (1) may take effect not \nearlier than the 31st day after the electric reliability organization \nfiles with the Commission notice of the penalty and the record of \nproceedings. Such penalty shall be subject to review by the Commission, \non its own motion or upon application by the user, owner or operator \nthat is the subject of the penalty filed within 30 days after the date \nsuch notice is filed with the Commission. Application to the Commission \nfor review, or the initiation of review by the Commission on its own \nmotion, shall not operate as a stay of such penalty unless the \nCommission otherwise orders upon its own motion or upon application by \nthe user, owner or operator that is the subject of such penalty. In any \nproceeding to review a penalty imposed under paragraph (1), the \nCommission, after notice and opportunity for hearing (which hearing may \nconsist solely of the record before the electric reliability \norganization and opportunity for the presentation of supporting reasons \nto affirm, modify, or set aside the penalty), shall by order affirm, \nset aside, reinstate, or modify the penalty, and, if appropriate, \nremand to the electric reliability organization for further \nproceedings. The Commission shall implement expedited procedures for \nsuch hearings.\n ``(3) On its own motion or upon complaint, the Commission may order \ncompliance with a reliability standard and may impose a penalty against \na user or owner or operator of the bulk-power system, if the Commission \nfinds, after notice and opportunity for a hearing, that the user or \nowner or operator of the bulk-power system has engaged or is about to \nengage in any acts or practices that constitute or will constitute a \nviolation of a reliability standard.\n ``(4) The Commission shall establish regulations authorizing the \nERO to enter into an agreement to delegate authority to a regional \nentity for the purpose of proposing reliability standards to the ERO \nand enforcing reliability standards under paragraph (1) if--\n ``(A) the regional entity is governed by--\n ``(i) an independent board;\n ``(ii) a balanced stakeholder board; or\n ``(iii) a combination independent and balanced \n stakeholder board.\n ``(B) the regional entity otherwise satisfies the \n provisions of subsection (c)(1) and (2); and\n ``(C) the agreement promotes effective and efficient \n administration of bulk-power system reliability.\nThe Commission may modify such delegation. The ERO and the Commission \nshall rebuttably presume that a proposal for delegation to a regional \nentity organized on an Interconnection-wide basis promotes effective \nand efficient administration of bulk-power system reliability and \nshould be approved. Such regulation may provide that the Commission may \nassign the ERO's authority to enforce reliability standards under \nparagraph (1) directly to a regional entity consistent with the \nrequirements of this paragraph.\n ``(5) The Commission may take such action as is necessary or \nappropriate against the ERO or a regional entity to ensure compliance \nwith a reliability standard or any Commission order affecting the ERO \nor a regional entity.\n ``(6) Any penalty imposed under this section shall bear a \nreasonable relation to the seriousness of the violation and shall take \ninto consideration the efforts of such user, owner, or operator to \nremedy the violation in a timely manner.\n ``(f) Changes in Electricity Reliability Organization Rules.--The \nElectric Reliability Organization shall file with the Commission for \napproval any proposed rule or proposed rule change, accompanied by an \nexplanation of its basis and purpose. The Commission, upon its own \nmotion or complaint, may propose a change to the rules of the Electric \nReliability Organization. A proposed rule or proposed rule change shall \ntake effect upon a finding by the Commission, after notice and \nopportunity for comment, that the change is just, reasonable, not \nunduly discriminatory or preferential, is in the public interest, and \nsatisfies the requirements of subsection (c).\n ``(g) Reliability Reports.--The Electric Reliability Organization \nshall conduct periodic assessments of the reliability and adequacy of \nthe bulk-power system in North America.\n ``(h) Coordination With Canada and Mexico.--The President is urged \nto negotiate international agreements with the governments of Canada \nand Mexico to provide for effective compliance with reliability \nstandards and the effectiveness of the Electric Reliability \nOrganization in the United States and Canada or Mexico.\n ``(i) Savings Provisions.--(1) The Electric Reliability \nOrganization shall have authority to develop and enforce compliance \nwith reliability standards for only the bulk-power system.\n ``(2) This section does not authorize the Electric Reliability \nOrganization or the Commission to order the construction of additional \ngeneration or transmission capacity or to set and enforce compliance \nwith standards for adequacy or safety of electric facilities or \nservices.\n ``(3) Nothing in this section shall be construed to preempt any \nauthority of any State to take action to ensure the safety, adequacy, \nand reliability of electric service within that State, as long as such \naction is not inconsistent with any reliability standard.\n ``(4) Within 90 days of the application of the Electric Reliability \nOrganization or other affected party, and after notice and opportunity \nfor comment, the Commission shall issue a final order determining \nwhether a State action is inconsistent with a reliability standard, \ntaking into consideration any recommendation of the Electric \nReliability Organization.\n ``(5) The Commission, after consultation with the Electric \nReliability Organization and the State taking action, may stay the \neffectiveness of any State action, pending the Commission's issuance of \na final order.\n ``(j) Regional Advisory Bodies.--The Commission shall establish a \nregional advisory body on the petition of at least two-thirds of the \nStates within a region that have more than one-half of their electric \nload served within the region. A regional advisory body shall be \ncomposed or of one member from each participating State in the region, \nappointed by the Governor of each State, and may include \nrepresentatives of agencies, States, and provinces outside the United \nStates. A regional advisory body may provide advice to the Electric \nReliability Organization, a regional entity, or the Commission \nregarding the governance of an existing or proposed regional entity \nwithin the same region, whether a standard proposed to apply within the \nregion is just, reasonable, not unduly discriminatory or preferential, \nand in the public interest, whether fees proposed to be assessed within \nthe region are just, reasonable, not unduly discriminatory or \npreferential, and in the public interest and any other responsibilities \nrequested by the Commission. The Commission may give deference to the \nadvice of any such regional advisory body if that body is organized on \nan Interconnection-wide basis.\n ``(k) Application to Alaska and Hawaii.--The provisions of this \nsection do not apply to Alaska or Hawaii.''.", "target": "Electric Reliability Improvement Act of 2003 - Amends the Federal Power Act to grant the Federal Energy Regulatory Commission (FERC) jurisdiction over a FERC-certified Electric Reliability Organization (ERO), established under this Act to enforce, subject to FERC review, reliability standards for the bulk-power system.\n\nIncludes within such jurisdiction regional entities and all users, owners, and operators of the bulk-power system for purposes of approving reliability standards and enforcing compliance with this Act.\n\nUrges the President to negotiate international agreements with the governments of Canada and Mexico to provide effective compliance with reliability standards and the effectiveness of the ERO in the United States, Canada, or Mexico.\n\nRestricts to the bulk-power system only the ERO authority to develop and enforce compliance with reliability standards.\n\nDeclares that this Act does not authorize the ERO or FERC to order construction of additional generation or transmission capacity, or to set and enforce compliance with standards for adequacy or safety of electric facilities or services.\n\nDirects FERC to establish a regional advisory body on the petition of at least two-thirds of the States within a region that have more than one-half of their electric load served within the region. Authorizes such body to advise the ERO, a regional entity, or FERC.\n\nDeclares this Act inapplicable to Alaska or Hawaii.", "evaluation_predictions": [2, 0, 49134, 5, 1463, 7, 35, 36, 134, 43, 5242, 8, 10914, 13677, 2820, 13, 5, 8533, 12, 11017, 467, 4, 178, 36, 176, 43, 694, 13, 5701, 3120, 8, 945, 7, 5, 3018, 6, 1945, 6, 50, 5364, 4, 46233, 5, 381, 8727, 7, 2883, 27185, 15011, 9, 5, 13677, 8, 27438, 5073, 9, 5, 467, 4, 42681, 13, 5, 2251, 9, 215, 2820, 4, 46233, 14, 5, 1463, 1701, 549, 10, 1850, 13677, 2526, 50, 10, 29685, 7, 10, 13677, 2526, 14, 8480, 10, 2167, 948, 114, 5, 1463, 9857, 14, 215, 2526, 16, 95, 6, 5701, 6, 8, 45, 2432, 21347, 22587, 50, 1437, 5234, 506, 44125, 4, 46233, 10, 2174, 7640, 809, 7, 6471, 10, 2570, 7, 5, 1463, 4, 46233, 41, 381, 8727, 50, 10, 2174, 10014, 7, 6471, 7, 5, 3210, 10, 2570, 13, 5, 5574, 9, 215, 2526, 4, 46233, 215, 10, 2570, 6, 2087, 7, 10, 17966, 609, 6, 7, 28, 2033, 30, 5, 1463, 15, 63, 308, 1437, 44656, 4, 42681, 14, 5, 4589, 189, 35, 36, 246, 43, 2703, 5, 1463, 6, 2115, 63, 308, 2069, 50, 2115, 2069, 6, 7, 5242, 10, 4722, 11067, 1785, 4, 46233, 35, 36, 306, 43, 10, 2174, 4099, 809, 7, 1701, 549, 215, 10, 2526, 74, 28, 10404, 15, 41, 3870, 41011, 12, 6445, 1453, 4, 46233, 36, 245, 43, 10, 4722, 18193, 1463, 7, 5242, 41, 3901, 4099, 809, 4, 46233, 8, 46233, 5, 1463, 35, 36, 401, 43, 5242, 10, 2174, 6833, 809, 7, 1306, 6265, 19, 13677, 2820, 2885, 223, 42, 1783, 4, 46233, 63, 453, 7, 6471, 41, 2502, 13, 12930, 25, 5, 7219, 8136, 34337, 6481, 36, 32261, 322, 46233, 5, 4589, 7, 35, 1640, 134, 43, 694, 2105, 8, 24283, 6196, 13, 5, 2513, 9, 215, 467, 6, 8, 1640, 176, 43, 1306, 14, 5, 467, 16, 4292, 19, 5, 3471, 9, 5, 381, 32261, 4, 46233, 70, 381, 8727, 29, 7, 266, 7, 5, 4589, 15, 143, 13677, 2820, 1850, 30, 5, 32261, 4, 178, 1640, 406, 43, 694, 5, 1463, 19, 5, 3446, 7, 10914, 13677, 2526, 2820, 4, 42681, 35, 36, 398, 43, 5, 1463, 189, 146, 10, 8964, 15, 5, 1453, 9, 5, 1463, 18, 4664, 4, 46233, 381, 8727, 18, 3446, 7, 2179, 8, 10914, 5, 13677, 2820, 4, 178, 35, 36, 466, 43, 694, 3901, 6196, 13, 13684, 5, 13677, 9, 5, 8533, 476, 467, 4, 46233, 143, 381, 8727, 919, 7, 35, 646, 134, 742, 694, 13, 5, 7147, 9, 10, 2174, 18193, 1463, 36, 32261, 43, 7, 694, 13, 10, 5701, 3120, 9, 5, 2861, 4, 46233, 97, 381, 8727, 453, 7, 2870, 19, 5, 1463, 13, 1551, 4, 46233, 349, 381, 8727, 4915, 7, 2870, 10, 3674, 19, 5, 4589, 4, 46233, 358, 381, 8727, 8, 5, 1463, 919, 7, 266, 15, 143, 17966, 13677, 2820, 2033, 30, 10, 1463, 4, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]}
{"text": "SECTION 1. SHORT TITLE.\n\n This Act may be cited as the ``Corporate Responsibility Fee Act of \n2017''.\n\nSEC. 2. IMPOSITION OF EXCISE TAX ON CORPORATIONS WITH LOW-WAGE \n EMPLOYEES.\n\n (a) In General.--Subtitle D of the Internal Revenue Code of 1986 is \namended by adding after chapter 36 the following new chapter:\n\n ``CHAPTER 37--CORPORATE RESPONSIBILITY TAX\n\n``Sec. 4511. Imposition of tax.\n\n``SEC. 4511. IMPOSITION OF TAX.\n\n ``(a) In General.--In the case of an applicable employer who \nemploys a low-wage employee during the calendar year, there is imposed \na tax equal to the applicable percentage of the aggregate amount of \nwages paid by the applicable employer with respect to employment of all \nemployees of the employer during the calendar year.\n ``(b) Applicable Employer; Low-Wage Employee.--For purposes of this \nsection--\n ``(1) Applicable employer.--\n ``(A) In general.--The term `applicable employer' \n means, with respect to any calendar year, any employer \n who was required to make deposits of taxes under \n chapters 21 and 24 (or who would have been required to \n make such deposits if the rules of subparagraph (C) \n applied for such purposes) by the close of the next day \n for periods aggregating more than 180 days during the \n preceding calendar year.\n ``(B) Exception.--Such term shall not include a \n Federal or other governmental entity or a church or \n qualified church organization (as such terms are \n defined in section 3121(w)(3)).\n ``(C) Aggregation rules.--The rules of subsections \n (b), (c), (m), and (o) of section 414 shall apply for \n purposes of this section, except that in applying \n subsections (b) and (c) of such section, the phrase \n `more than 50 percent' shall be substituted for the \n phrase `more than 80 percent' each place it appears.\n ``(2) Low-wage employee.--\n ``(A) In general.--The term `low-wage employee' \n means any employee who receives wages from an \n applicable employer during the calendar year in an \n amount less than 218 percent of the Federal poverty \n line (within the meaning of section 2110(c)(5) of the \n Social Security Act) for an individual. Rules similar \n to the rules of section 36B(d)(3)(B) shall apply for \n purposes of this subparagraph.\n ``(B) Employees employed for less than entire \n year.--In the case of any employee employed by an \n applicable taxpayer for less than the entire calendar \n year, the amount described in subparagraph (A) shall be \n reduced by an amount which bears the same ratio to such \n amount as--\n ``(i) the number of weeks during the \n calendar year in which such individual was not \n an employee of such applicable employer, bears \n to\n ``(ii) 52.\n ``(c) Applicable Percentage.--For purposes of subsection (a)--\n ``(1) In general.--\n ``(A) Determination.--The applicable percentage \n shall be determined as follows:\n\n\n------------------------------------------------------------------------\n ``In the case of an applicable employer with a low-wage The applicable\n employee ratio of: percentage is:\n------------------------------------------------------------------------\n25% or less............................................. 25%\nGreater than 25% but not greater than 50%............... 50%\nGreater than 50%, but not greater than 75%.............. 75%\nGreater than 75%........................................ 100%.\n------------------------------------------------------------------------\n\n ``(B) Low-wage employee ratio.--For purposes of \n subparagraph (A), the low-wage employee ratio with \n respect to any applicable employer is the ratio \n (expressed as a percentage) of--\n ``(i) the number of low-wage employees \n employed by the applicable employer during the \n calendar year, to\n ``(ii) the total number of individuals \n employed by the applicable employer during such \n calendar year.\n ``(2) Health and retirement offset.--\n ``(A) In general.--In the case of an applicable \n employer who meets the requirements of subparagraph \n (B), the applicable percentage shall be reduced (but \n not below zero) by 25 percentage points.\n ``(B) Requirements.--An applicable employer meets \n the requirements of this subparagraph if such \n applicable employer--\n ``(i) offers to all full-time low-wage \n employees (and their spouse and dependents) the \n opportunity to enroll for all months during the \n calendar year in minimum essential coverage \n under an eligible employer sponsored health \n plan (as defined in section 5000A(f)(2)) for \n which--\n ``(I) the plan's share of the \n allowed costs of benefits provided \n under the plan is not less than 60 \n percent of such costs, and\n ``(II) the required contribution \n (within the meaning of section \n 5000A(e)(1)(B)) of the employee does \n not exceed the applicable percentage of \n the annual wages paid to the employee \n by the applicable employer, and\n ``(ii) meets the retirement plan \n requirements of subsection (d) for all \n employees who are low-wage employees.\n For purposes of clause (i)(II), the applicable \n percentage is the percentage in effect under section \n 36B(c)(2)(B)(II) for the plan year.\n ``(d) Retirement Plan Requirements.--\n ``(1) In general.--The requirements of this subsection are \n met for any calendar year with respect to an employee of the \n applicable employer who is a low-wage employee if the employee \n is eligible to participate in one or more applicable eligible \n retirement plans maintained by the applicable employer (or any \n member of the group of employers treated as an applicable \n employer under subsection (b)(1)(C)) for a plan year ending \n with or within the calendar year.\n ``(2) Applicable eligible retirement plan.--For purposes of \n this subsection, the term `applicable eligible retirement plan' \n means an eligible retirement plan which, with respect to the \n plan year described in paragraph (1), is either--\n ``(A) a defined contribution plan which requires \n the employer to make nonelective contributions of at \n least 5 percent of the compensation of the employee, or\n ``(B) a defined benefit plan--\n ``(i) with respect to which the accrued \n benefit of the employee derived from employer \n contributions, when expressed as an annual \n retirement benefit, is not less than the \n product of--\n ``(I) the lesser of 2 percent \n multiplied by the employee's years of \n service (determined under the rules of \n paragraphs (4), (5), and (6) of section \n 411(a)) with the employer or 20 \n percent, multiplied by\n ``(II) the employee's final average \n pay, or\n ``(ii) which is an applicable defined \n benefit plan (as defined in section \n 411(a)(13)(B))--\n ``(I) which meets the interest \n credit requirements of section \n 411(b)(5)(B)(i) with respect to the \n plan year, and\n ``(II) under which the employee \n receives a pay credit for the plan year \n which is not less than 5 percent of \n compensation.\n ``(3) Definitions and special rules.--For purposes of this \n subsection--\n ``(A) Eligible retirement plan.--The term `eligible \n retirement plan' has the meaning given such term by \n section 402(c)(8)(B), except that in the case of an \n account or annuity described in clause (i) or (ii) \n thereof, such term shall only include an account or \n annuity which is a simplified employee pension (as \n defined in section 408(k)).\n ``(B) Final average pay.--For purposes of paragraph \n (2)(B)(i)(II), final average pay shall be determined \n using the period of consecutive years (not exceeding 5) \n during which the employee had the greatest compensation \n from the applicable employer.\n ``(C) Alternative plan designs.--The Secretary may \n prescribe regulations for an applicable employer to \n meet the requirements of this subsection through a \n combination of defined contribution plans or defined \n benefit plans described in paragraph (1) or through a \n combination of both such types of plans.\n ``(D) Plans must meet requirements without taking \n into account social security and similar contributions \n and benefits.--A rule similar to the rule of section \n 416(e) shall apply.\n ``(E) Certain employees may be excluded.--For \n purposes of paragraph (2)(B)(ii), an employer shall not \n be treated as failing to meet the requirements of this \n subsection with respect to employees--\n ``(i) who have not attained the age of 21 \n before the close of a plan year,\n ``(ii) who have less than 1 year of service \n with the employer as of any day during the plan \n year,\n ``(iii) who are covered under an agreement \n which the Secretary of Labor finds to be a \n collective bargaining agreement if there is \n evidence that the benefits covered under the \n plan were the subject of good faith bargaining \n between employee representatives and the \n employer, or\n ``(iv) who are described in section \n 410(b)(3)(C) (relating to nonresident aliens \n working outside the United States).\n ``(e) Definitions and Special Rules.--For purposes of this \nsection--\n ``(1) Wages.--The term `wages' has the meaning given such \n term by section 3121(a) (determined without regard to any \n dollar limitation contained in such section).\n ``(2) Allocation of tax.--The Secretary shall prescribe \n such rules as necessary for the allocation of the tax imposed \n by subsection (a) among different entities treated as a single \n employer under subsection (b)(1)(C).''.\n (b) Conforming Amendment.--The table of chapters of the Internal \nRevenue Code of 1986 is amended by inserting after the item relating to \nchapter 36 the following new item:\n\n ``Chapter 37--Corporate Responsibility Tax''.\n\n (c) Effective Date.--The amendments made by this section shall \napply to calendar years beginning after the date of the enactment of \nthis Act.", "target": "Corporate Responsibility Fee Act of 2017 This bill amends the Internal Revenue Code to impose a specified excise tax on certain employers who employ low-wage employees during the taxable year. A &quot;low-wage&quot; employee is an employee who receives wages from the employer that are less than 218% of the federal poverty line. The bill reduces the amount of the tax for employers who provide certain health and retirement benefits to low-wage employees. Government employers, churches, and church organizations are exempt from the tax. 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{"text": "SECTION 1. SHORT TITLE.\n\n This Act may be cited as the ``Scaling Up Manufacturing Act of \n2012''.\n\nSEC. 2. CREDIT FOR MANUFACTURING FACILITY COSTS.\n\n (a) In General.--Subpart D of part IV of subchapter A of chapter 1 \nof the Internal Revenue Code of 1986 is amended by adding at the end \nthe following new section:\n\n``SEC. 45S. MANUFACTURING FACILITY EXPENDITURES.\n\n ``(a) General Rule.--For purposes of section 38, in the case of an \neligible business, the manufacturing facility expenditure credit for \nany taxable year is an amount equal to 25 percent of the qualified \nfacility construction expenditures of the taxpayer for the taxable \nyear.\n ``(b) Eligible Business.--For purposes of this section--\n ``(1) In general.--The term `eligible business' means any \n corporation or partnership--\n ``(A) which is engaged in an active trade or \n business,\n ``(B) which is headquartered in the United States,\n ``(C) substantially all of the management or \n administrative activities of which are performed in the \n United States,\n ``(D) which has not (prior to placing into service \n the manufacturing facility designated for purposes of \n this section) placed in service a manufacturing \n facility,\n ``(E) which is a start-up company, and\n ``(F) with respect to which all debt obligations \n issued by, and equity interests in, have a rating of B \n minus (or its substantial equivalent) or higher from a \n credit rating agency registered with the Securities and \n Exchange Commission as a nationally recognized \n statistical rating organization (as defined in section \n 3(a) of the Securities Exchange Act of 1934).\n ``(2) Start-up company.--The term `start-up company' means \n any corporation or partnership--\n ``(A) which first has both gross receipts and \n qualified research expenses (as defined in section \n 41(b)) in a taxable year beginning after December 31, \n 2012, or\n ``(B) which has both gross receipts and qualified \n research expenses (as so defined) in fewer than 3 \n taxable years beginning after December 31, 2012, and \n before January 1, 2018.\n ``(c) Qualified Facility Construction Expenditures.--For purposes \nof this section--\n ``(1) In general.--The term `qualified facility \n construction expenditures' means amounts paid or incurred by \n the taxpayer--\n ``(A) for the construction of a facility \n (designated for purposes of this section by the \n taxpayer at such time and in such form and manner as \n the Secretary shall prescribe) in the United States to \n manufacture a qualified product (including amounts for \n professional services necessary for the planning of \n such construction), and\n ``(B) for the purchase of specialized equipment for \n use at such facility and required for the manufacture \n of such product.\n ``(2) Qualified product.--The term `qualified product' \n means any product which, prior to construction of the facility \n with respect to which a credit is allowed under this section, \n the taxpayer has produced and sold to a bona fide purchaser, \n and such purchaser has placed such product in service.\n ``(d) Special Rules.--For purposes of this section--\n ``(1) Recapture.--\n ``(A) In general.--If, as of the close of any \n taxable year, there is a recapture event with respect \n to any facility of the taxpayer with respect to which a \n credit was allowed under this section, then the tax of \n the taxpayer under this chapter for such taxable year \n shall be increased by an amount equal to the product \n of--\n ``(i) the applicable recapture percentage, \n and\n ``(ii) the aggregate decrease in the \n credits allowed under section 38 for all prior \n taxable years which would have resulted if the \n qualified facility construction expenditures of \n the taxpayer described in subsection (c)(1) \n with respect to such facility had been zero.\n ``(B) Applicable recapture percentage.--\n ``(i) In general.--For purposes of this \n subsection, the applicable recapture percentage \n shall be determined in accordance with the \n following table:\n\n``If the recapture event The applicable recapture percentage \n occurs in: is:\n Year 1............................................. 100 \n Year 2............................................. 80 \n Year 3............................................. 60 \n Year 4............................................. 40 \n Year 5............................................. 20 \n Years 6 and thereafter............................. 0.\n ``(ii) Years.--For purposes of clause (i), \n year 1 shall begin on the first day of the \n taxable year in which the facility with respect \n to which a credit was allowed under this \n subsection was placed in service.\n ``(C) Recapture event.--For purposes of this \n paragraph--\n ``(i) In general.--A recapture event occurs \n with respect to any facility if--\n ``(I) the taxpayer becomes \n insolvent, or\n ``(II) the taxpayer disposes of the \n facility to another person who, at this \n time of the disposition, is not an \n eligible business.\n ``(ii) Special rule for facilities not \n placed in service within 5 years.--In the case \n of a facility with respect to which a credit is \n allowed under this section which is not placed \n in service before the close of the 5th taxable \n year beginning after the first taxable year for \n which the credit was so allowed, a recapture \n event shall be treated as having occurred with \n respect to such facility in year 1.\n ``(2) Credit may be assigned.--The amount of qualified \n facility construction expenditures with respect to a facility \n which would (but for this paragraph) be taken into account \n under subsection (a) for any taxable year by any person \n (hereafter in this paragraph referred to as the `initial \n taxpayer')--\n ``(A) may be taken into account by any other person \n to whom such expenditures are assigned by the initial \n taxpayer, and\n ``(B) shall not be taken into account by initial \n taxpayer.\n Any person to whom such expenditures are assigned under \n subparagraph (A) shall be treated for purposes of this title as \n the taxpayer with respect to such expenditures.\n ``(3) Controlled group.--All members of the same controlled \n group of corporations (within the meaning of section 52(a)) and \n all persons under common control (within the meaning of section \n 52(b)) shall be treated as 1 person for purposes of this \n section.\n ``(4) Predecessor.--Any reference in this section to a \n corporation or partnership shall include a reference to any \n predecessor of such corporation or partnership.\n ``(5) Denial of double benefit.--For purposes of this \n subtitle, if a credit is allowed under this section in \n connection with any expenditure for any property, the basis of \n such property shall be reduced by the amount of the credit so \n allowed.''.\n (b) Denial of Double Benefit.--Section 280C of such Code is amended \nby inserting after subsection (h) the following new subsection:\n ``(i) Manufacturing Facility Expenditures.--No deduction shall be \nallowed for that portion of the expenses otherwise allowable as a \ndeduction taken into account in determining the credit under section \n45S for the taxable year which is equal to the amount of the credit \ndetermined for such taxable year under section 45S(a).''.\n (c) Credit To Be Part of General Business Credit.--Subsection (b) \nof section 38 of such Code is amended by striking ``plus'' at the end \nof paragraph (35), by striking the period at the end of paragraph (36) \nand inserting ``, plus'', and by inserting after paragraph (36) the \nfollowing:\n ``(37) manufacturing facility expenditure credit determined \n under section 45S(a).''.\n (d) Conforming Amendment.--Subsection (a) of section 1016 of such \nCode is amended by striking ``and'' at the end of paragraph (36), by \nstriking the period at the end of paragraph (37) and inserting ``, \nand'', and by adding at the end the following new paragraph:\n ``(38) to the extent provided in section 45S(d)(2).''.\n (e) Effective Date.--The amendments made by this section shall \napply to amounts paid or incurred after the date of the enactment of \nthis Act.", "target": "Scaling Up Manufacturing Act of 2012 - Amends the Internal Revenue Code to allow certain start-up companies that are headquartered in the United States a tax credit for up to 25% of their costs for the construction of a manufacturing facility and for the purchase of specialized equipment for use at such facility.\n\nDefines a \"start-up company\" as any corporation or partnership that: (1) first has both gross receipts and qualified research expenses in a taxable year beginning after December 31, 2012, or (2) has both gross receipts and qualified research expenses in fewer than three taxable years beginning after December 31, 2012, and before January 1, 2018.", "evaluation_predictions": [2, 0, 12645, 8279, 3105, 12047, 1783, 9, 1437, 36440, 45627, 14517, 111, 1918, 8845, 5, 18387, 5833, 8302, 7, 1157, 5, 11827, 7, 1325, 10, 629, 1361, 13, 35, 36, 134, 43, 1663, 14300, 9, 10, 2122, 11, 5, 315, 532, 13, 5, 26475, 1437, 36440, 28784, 180, 4, 36, 176, 43, 3021, 2122, 1663, 14300, 19, 2098, 7, 215, 2122, 4, 178, 36, 246, 43, 10, 629, 15, 5, 2229, 9, 14120, 2104, 13, 5, 1663, 9, 215, 2122, 13, 5, 629, 12, 35531, 76, 4, 36, 306, 43, 5, 1280, 9, 6048, 1663, 14300, 13, 215, 2122, 1663, 4, 36, 245, 43, 5, 3164, 9, 5, 6048, 1663, 1663, 14300, 4, 36, 401, 43, 5, 13884, 7280, 11, 5, 629, 731, 4, 36, 406, 43, 5, 346, 9, 629, 7751, 13, 215, 2644, 4, 36, 398, 43, 5, 731, 9, 5, 629, 1361, 4, 36, 466, 43, 5, 773, 15, 5, 629, 7751, 4, 36, 698, 43, 5, 629, 15, 215, 1663, 14300, 6, 36, 1225, 43, 5, 5402, 4745, 9, 215, 14300, 4, 1640, 1092, 43, 5, 4745, 9, 5, 4200, 20032, 4, 36, 1558, 43, 5, 812, 14300, 4, 178, 1640, 1570, 43, 5, 68, 134, 4, 245, 153, 11, 5, 26475, 76, 4, 1640, 996, 43, 5, 746, 1280, 9, 5, 1663, 14300, 7, 28, 551, 88, 1316, 30, 5, 11827, 4, 36, 1549, 43, 5, 943, 68, 134, 153, 11, 812, 14300, 7, 61, 10, 1361, 16, 1220, 223, 42, 1087, 4, 36, 1360, 43, 5, 701, 9, 5, 2122, 1663, 4068, 7, 61, 5, 11827, 34, 1199, 4, 36, 1366, 43, 5, 1130, 629, 15, 1663, 14300, 71, 42, 1087, 16, 13522, 4, 36, 1646, 43, 5, 712, 11, 5, 812, 8, 1633, 4068, 9, 10, 1663, 2122, 4, 36, 844, 43, 5, 6397, 9, 10, 629, 18349, 13, 1663, 14300, 61, 16, 45, 10, 629, 4, 36, 2146, 43, 5, 4878, 11, 5, 4200, 8, 812, 14300, 9, 5, 11827, 223, 42, 6397, 4, 36, 2036, 43, 5, 2861, 13, 5, 304, 9, 10, 1361, 13, 1663, 9, 10, 745, 2122, 13, 61, 10, 629, 21, 1220, 4, 36, 1922, 43, 5, 2906, 629, 15, 10, 1663, 5623, 4, 36, 1978, 43, 5, 913, 9, 5, 1361, 15, 5, 11827, 18, 629, 1087, 15, 5, 812, 4068, 9, 215, 2644, 13, 5, 2358, 76, 71, 5, 39553, 9, 42, 1087, 6, 36, 1244, 43, 5, 1683, 9, 5, 1087, 15, 10, 629, 1087, 13, 5, 11827, 6, 36, 2481, 43, 5, 872, 9, 5, 68, 176, 4, 245, 325, 11, 5, 752, 629, 1361, 6, 36, 2518, 43, 5, 7280, 11, 773, 15, 10, 1361, 14, 21, 1220, 223, 5, 1087, 6, 8, 36, 2517, 43, 5, 4532, 629, 15, 143, 2122, 1663, 12187, 4, 36, 2890, 43, 5, 2927, 15, 5, 4200, 3883, 9, 5, 7660, 223, 42, 1783, 4, 36, 541, 43, 5, 3000, 15, 5, 5402, 8, 1633, 14300, 13, 5, 675, 71, 5, 1087, 16, 14673, 4, 36, 2983, 43, 5, 10404, 24498, 2407, 3164, 4, 36, 2881, 43]}
{"text": "SECTION 1. SHORT TITLE.\n\n This Act may be cited as the ``Money Laundering Prevention Act of \n1999''.\n\nSEC. 2. FINDINGS AND PURPOSES.\n\n (a) Findings.--The Congress makes the following findings:\n (1) Money laundering is a serious problem: between \n $100,000,000,000 and $300,000,000,000 in United States currency \n is ``laundered'' each year and the total dollar amount involved \n in international money laundering likely exceeds \n $500,000,000,000.\n (2) Money laundering is critical to the survival of the \n illicit drug trade, which has annual worldwide revenues of more \n than $400,000,000,000, more than 8 percent of the total value \n of international trade.\n (3) United States financial institutions are a critical \n link in our efforts to combat money laundering.\n (4) Highly secretive and loosely regulated private banking \n services that cater to wealthy clients are particularly \n vulnerable to use by drug traffickers for money laundering \n purposes, and it is estimated that private banking services \n have banking assets ranging from $200,000,000,000 to \n $300,000,000,000.\n (b) Purposes.--The purposes of this Act are as follows:\n (1) To ensure that United States financial institutions \n make combating money laundering the highest of priorities.\n (2) To close the existing gaps in law that allow money \n laundering to flourish in the private banking system.\n (3) To designate foreign high-intensity money laundering \n areas for the purpose of targeting areas of concentrated money \n laundering activities.\n (4) To require the Board of Governors of the Federal \n Reserve System to take into account money laundering activities \n in the consideration of applications under section 3 of the \n Bank Holding Company Act of 1956.\n\nSEC. 3. REPORT ON PRIVATE BANKING ACTIVITIES.\n\n (a) In General.--Before the end of the 1-year period beginning on \nthe date of the enactment of this Act, the Secretary of the Treasury, \nin consultation with the Federal banking agencies (as defined in \nsection 3(z) of the Federal Deposit Insurance Act) shall submit a \nreport on private banking activities in the United States to the \nCommittee on Banking and Financial Services of the House of \nRepresentatives and the Committee on Banking, Housing, and Urban \nAffairs of the Senate.\n (b) Contents of Report.--The report required under subsection (a) \nshall include information on the following:\n (1) The nature and extent of private banking activities in \n the United States.\n (2) Regulatory efforts to monitor private banking \n activities and ensure that such activities are conducted in \n compliance with subchapter II of chapter 53 of title 31, United \n States Code, and section 21 of the Federal Deposit Insurance \n Act.\n (3) The policies and procedures of depository institutions \n that are designed to ensure compliance by such institutions \n with the requirements of subchapter II of chapter 53 of title \n 31, United States Code, and section 21 of the Federal Deposit \n Insurance Act.\n (c) Private Banking Activities Defined.--For purposes of this \nsection, the term ``private banking activities'' includes, with respect \nto a financial institution, personalized services, such as money \nmanagement, financial advice, and investment services, that are \nprovided to individuals with a high net worth and are not provided \ngenerally to all clients of the financial institution.\n\nSEC. 4. REQUIRE THAT ANTI-MONEY LAUNDERING PROGRAMS PROHIBIT MONEY \n LAUNDERING THROUGH CONCENTRATION ACCOUNTS AT FINANCIAL \n INSTITUTIONS BY REQUIRING THE AVAILABILITY OF CERTAIN \n ACCOUNT INFORMATION.\n\n Section 5318(h) of title 31, United States Code, is amended by \nadding at the end the following new paragraph:\n ``(3) Availability of certain account information.--The \n Secretary of the Treasury shall prescribe regulations under \n this subsection which require financial institutions to \n maintain all accounts in such a way as to ensure that--\n ``(A) the name of the account holder and the number \n of the account are associated with all account activity \n of the account holder; and\n ``(B) all such information is available for \n purposes of account supervision and law enforcement.''\n\nSEC. 5. DESIGNATION OF FOREIGN HIGH-INTENSITY MONEY LAUNDERING AREAS.\n\n (a) In General.--Subchapter III of chapter 53 of title 31, United \nStates Code (as added by the Money Laundering and Financial Crimes \nStrategy Act of 1998) is amended by adding at the end the following new \npart:\n\n ``Part 3--International Money Laundering and Related Financial Crimes\n\n``Sec. 5361. Designation of foreign high-intensity money laundering \n areas\n ``(a) In General.--The Secretary, in consultation with the Federal \nbanking agencies, shall develop criteria for identifying areas outside \nthe United States in which money laundering activities are \nconcentrated.\n ``(b) Designation.--The Secretary shall designate as a high-\nintensity money laundering area any foreign country in which there is \nan area identified, in accordance with the criteria developed pursuant \nto subsection (a), as an area in which money laundering activities are \nconcentrated.\n ``(c) Notice and Warning.--Upon the designation, under subsection \n(b), of a country as a high-intensity money laundering area, the \nSecretary shall provide--\n ``(1) a written notice to each insured depository \n institution (as defined in section 3 of the Federal Deposit \n Insurance Act), and each depository institution holding company \n (as defined in such section 3) that controls an insured \n depository institution, of the identity of the country \n designated; and\n ``(2) a written warning that there is a concentration of \n money laundering activity in such country.''.\n (b) Clerical Amendment.--The table of subchapters for chapter 53 of \ntitle 31, United States Code, is amended by adding at the end the \nfollowing item:\n\n ``Part 3--International Money Laundering and Related Financial Crimes\n\n``5361. Designation of foreign high-intensity money laundering \n areas.''.\n\nSEC. 6. DOUBLE THE CRIMINAL PENALTIES FOR VIOLATIONS INVOLVING HIGH-\n INTENSITY MONEY LAUNDERING AREAS.\n\n (a) In General.--Section 5322 of title 31, United States Code, is \namended by adding at the end the following new subsection:\n ``(d) Doubled Penalty.--The court may double the sentence of fine \nor imprisonment, or both, that could otherwise be imposed on any person \nfor a violation described in subsection (a) or (b) if the person \ncommits the violation with respect to a transaction involving a person \nin, a relationship maintained for a person in, or a transport of a \nmonetary instrument involving a foreign country, knowing that a \ndesignation of the foreign country as a high-intensity money laundering \narea under section 5361 was in effect at the time of the violation.''.\n (b) Effective Date.--The amendment made by subsection (a) shall \napply with respect to any violation committed on or after the date of \nthe enactment of this Act.\n\nSEC. 7. AMENDMENT TO SECTION 3 OF THE BANK HOLDING COMPANY ACT OF 1956.\n\n (a) In General.--Section 3(c) of the Bank Holding Company Act of \n1956 (12 U.S.C. 1842(c)) is amended by adding at the end the following \nnew paragraph:\n ``(6) Money laundering.--In every case--\n ``(A) the Board shall take into consideration the \n effectiveness of the company or companies in combating \n and preventing money laundering activities, including \n in overseas branches;\n ``(B) the Board shall not consider any application \n under this section involving any company which is the \n subject of any--\n ``(i) pending Federal investigation of \n possible money laundering or other related \n financial crimes; or\n ``(ii) pending Federal prosecution for \n money laundering or other related financial \n crimes,\n until such investigation or prosecution is completed \n and a finding is made, except that this subparagraph \n shall not apply if the period for such completion and \n the making of findings exceeds 3 years; and\n ``(C) the Board shall disapprove any application \n under this section involving any company which has been \n found criminally or civilly liable for money laundering \n or any related financial crime during the 5-year period \n preceding the consideration of such application by the \n Board.''.\n (b) Scope of Application.--The amendment made by subsection (a) \nshall apply with respect to any application submitted to the Board of \nGovernors of the Federal Reserve System under section 3 of the Bank \nHolding Company Act of 1956 after December 31, 1997, which has not been \napproved by the Board before the date of the enactment of this Act.", "target": "Money Laundering Prevention Act of 1999 - Directs the Secretary of the Treasury to submit a report to specified congressional committees on private banking activities in the United States. \n(Sec. 4) Amends Federal banking law to direct the Secretary to prescribe regulations which require financial institutions to maintain all accounts in such a way as to ensure that: (1) the the name of the account holder and the number of the account are associated with all account activity of such holder; and (2) all such information is available for purposes of account supervision and law enforcement. \n(Sec. 5) Directs the Secretary to develop criteria for identifying areas outside the United States in which money laundering activities are concentrated, designate such areas as high-intensity money laundering areas, provide a written notice to each insured depository institution and each depository institution holding company that controls an insured depository institution of the identity of the country designated, and provide a written warning that there is a concentration of money laundering activity in such country. \n(Sec. 6) Authorizes the court to double the sentence of fine, imprisonment, or both, that could be otherwise imposed if the person commits the violation with respect to a transaction involving a person in, a relationship maintained for a person in, or a transport of a monetary instrument involving a foreign country, knowing that a designation of the foreign country as a high-intensity money laundering area was in effect at the time of the violation. \n(Sec. 7) Amends the Bank Holding Company Act of 1956 to direct that the Board of Governors of the Federal Reserve System: (1) take into consideration the effectiveness of the company in combating and preventing money laundering activities, including in overseas branches; (2) not consider any application (regarding acquisition of bank shares or assets) involving any company which is the subject of any pending Federal investigation of possible money laundering or other related financial crimes, or pending Federal prosecution for such crimes, until such investigation or prosecution is completed and a finding is made, with an exception; and (3) disapprove any such application involving a company which has been found criminally or civilly liable for such a crime during the five-year period preceding consideration of such application by the Board.", "evaluation_predictions": [2, 0, 25256, 226, 31734, 10693, 1783, 9, 1437, 36440, 27203, 37446, 111, 1918, 8845, 5, 315, 532, 8302, 7, 2703, 613, 3353, 7, 35, 36, 134, 43, 31815, 10, 239, 12, 38454, 418, 12503, 443, 143, 1093, 247, 11, 61, 89, 16, 1437, 36440, 43401, 260, 443, 2006, 6, 11, 10753, 19, 5, 8608, 2226, 22918, 7, 1437, 36440, 28784, 37446, 6, 25, 41, 443, 11, 61, 418, 12503, 1713, 32, 1437, 36440, 30529, 3865, 6342, 8358, 4, 178, 36, 176, 43, 7, 2703, 5, 1785, 9, 21707, 7, 2179, 8608, 13, 9397, 911, 751, 1437, 36440, 45627, 4, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]}
{"text": "SECTION 1. SHORT TITLE.\n\n This Act may be cited as the ``Super-Efficient Appliance Incentives \nand Market Transformation Act of 2007''.\n\nSEC. 2. MODIFICATIONS OF ENERGY EFFICIENT APPLIANCE CREDIT FOR \n APPLIANCES PRODUCED AFTER 2007.\n\n (a) In General.--Subsection (b) of section 45M of the Internal \nRevenue Code of 1986 (relating to applicable amount) is amended to read \nas follows:\n ``(b) Applicable Amount.--For purposes of subsection (a)--\n ``(1) Dishwashers.--The applicable amount is--\n ``(A) $45 in the case of a dishwasher which is \n manufactured in calendar year 2008 or 2009 and which \n uses no more than 324 kilowatt hours per year and 5.8 \n gallons per cycle, and\n ``(B) $75 in the case of a dishwasher which is \n manufactured in calendar year 2008, 2009, or 2010 and \n which uses no more than 307 kilowatt hours per year and \n 5.0 gallons per cycle (5.5 gallons per cycle for \n dishwashers designed for greater than 12 place \n settings).\n ``(2) Clothes washers.--The applicable amount is--\n ``(A) $75 in the case of a residential top-loading \n clothes washer manufactured in calendar year 2008 which \n meets or exceeds a 1.72 modified energy factor and does \n not exceed a 8.0 water consumption factor,\n ``(B) $125 in the case of a residential top-loading \n clothes washer manufactured in calendar year 2008 or \n 2009 which meets or exceeds a 1.8 modified energy \n factor and does not exceed a 7.5 water consumption \n factor,\n ``(C) $150 in the case of a residential or \n commercial clothes washer manufactured in calendar year \n 2008, 2009 or 2010 which meets or exceeds 2.0 modified \n energy factor and does not exceed a 6.0 water \n consumption factor, and\n ``(D) $250 in the case of a residential or \n commercial clothes washer manufactured in calendar year \n 2008, 2009, or 2010 which meets or exceeds 2.2 modified \n energy factor and does not exceed a 4.5 water \n consumption factor.\n ``(3) Refrigerators.--The applicable amount is--\n ``(A) $50 in the case of a refrigerator which is \n manufactured in calendar year 2008, and consumes at \n least 20 percent but not more than 22.9 percent less \n kilowatt hours per year than the 2001 energy \n conservation standards,\n ``(B) $75 in the case of a refrigerator which is \n manufactured in calendar year 2008 or 2009, and \n consumes at least 23 percent but no more than 24.9 \n percent less kilowatt hours per year than the 2001 \n energy conservation standards,\n ``(C) $100 in the case of a refrigerator which is \n manufactured in calendar year 2008, 2009 or 2010, and \n consumes at least 25 percent but not more than 29.9 \n percent less kilowatt hours per year than the 2001 \n energy conservation standards, and\n ``(D) $200 in the case of a refrigerator \n manufactured in calendar year 2008, 2009 or 2010 and \n which consumes at least 30 percent less energy than the \n 2001 energy conservation standards.\n ``(4) Dehumidifiers.--The applicable amount is--\n ``(A) $15 in the case of a dehumidifier \n manufactured in calendar year 2008 that has a capacity \n less than or equal to 45 pints per day and is 7.5 \n percent more efficient than the applicable Department \n of Energy energy conservation standard effective \n October 2012, and\n ``(B) $25 in the case of a dehumidifier \n manufactured in calendar year 2008 that has a capacity \n greater than 45 pints per day and is 7.5 percent more \n efficient than the applicable Department of Energy \n energy conservation standard effective October 2012.''.\n (b) Eligible Production.--\n (1) Similar treatment for all appliances.--Subsection (c) \n of section 45M of such Code (relating to eligible production) \n is amended--\n (A) by striking paragraph (2),\n (B) by striking ``(1) In general'' and all that \n follows through ``the eligible'' and inserting ``The \n eligible'', and\n (C) by moving the text of such subsection in line \n with the subsection heading and redesignating \n subparagraphs (A) and (B) as paragraphs (1) and (2), \n respectively.\n (2) Modification of base period.--Paragraph (2) of section \n 45M(c) of such Code, as amended by paragraph (1) of this \n section, is amended by striking ``3-calendar year'' and \n inserting ``2-calendar year''.\n (c) Types of Energy Efficient Appliances.--Subsection (d) of \nsection 45M of such Code (defining types of energy efficient \nappliances) is amended to read as follows:\n ``(d) Types of Energy Efficient Appliance.--For purposes of this \nsection, the types of energy efficient appliances are--\n ``(1) dishwashers described in subsection (b)(1),\n ``(2) clothes washers described in subsection (b)(2),\n ``(3) refrigerators described in subsection (b)(3), and\n ``(4) dehumidifiers described in subsection (b)(4).''.\n (d) Aggregate Credit Amount Allowed.--\n (1) Increase in limit.--Paragraph (1) of section 45M(e) of \n such Code (relating to aggregate credit amount allowed) is \n amended to read as follows:\n ``(1) Aggregate credit amount allowed.--The aggregate \n amount of credit allowed under subsection (a) with respect to a \n taxpayer for any taxable year shall not exceed $100,000,000 \n reduced by the amount of the credit allowed under subsection \n (a) to the taxpayer (or any predecessor) for all prior taxable \n years beginning after December 31, 2007.''.\n (2) Exception for certain refrigerator and clothes \n washers.--Paragraph (2) of section 45M(e) of such Code is \n amended to read as follows:\n ``(2) Amount allowed for certain refrigerators and clothes \n washers.--Refrigerators described in subsection (b)(3)(D) and \n clothes washers described in subsection (b)(2)(D) shall not be \n taken into account under paragraph (1).''.\n (e) Qualified Energy Efficient Appliances.--\n (1) In general.--Paragraph (1) of section 45M(f) of such \n Code (defining qualified energy efficient appliance) is amended \n to read as follows:\n ``(1) Qualified energy efficient appliance.--The term \n `qualified energy efficient appliance' means--\n ``(A) any dishwasher described in subsection \n (b)(1),\n ``(B) any clothes washer described in subsection \n (b)(2),\n ``(C) any refrigerator described in subsection \n (b)(3), and\n ``(D) any dehumidifier described in subsection \n (b)(4).''.\n (2) Clothes washer.--Section 45M(f)(3) of such Code \n (defining clothes washer) is amended by inserting \n ``commercial'' before ``residential'' the second place it \n appears.\n (3) Top-loading clothes washer.--Subsection (f) of section \n 45M of such Code (relating to definitions) is amended by \n redesignating paragraphs (4), (5), (6), and (7) as paragraphs \n (5), (6), (7), and (8), respectively, and by inserting after \n paragraph (3) the following new paragraph:\n ``(4) Top-loading clothes washer.--The term ``top-loading \n clothes washer'' means a clothes washer which has the clothes \n container compartment access located on the top of the machine \n and which operates on a vertical axis.''.\n (4) Dehumidifier.--Subsection (f) of section 45M of such \n Code, as amended by paragraph (3), is amended by redesignating \n paragraphs (6), (7), and (8) as paragraphs (7), (8) and (9), \n respectively, and by inserting after paragraph (5) the \n following new paragraph:\n ``(6) Dehumidifier.--The term `dehumidifier' means a self-\n contained, electrically operated, and mechanically refrigerated \n encased assembly consisting of--\n ``(A) a refrigerated surface that condenses \n moisture from the atmosphere,\n ``(B) a refrigerating system, including an electric \n motor,\n ``(C) an air-circulating fan, and\n ``(D) means for collecting or disposing of \n condensate.''.\n (5) Replacement of energy factor.--Section 45M(f)(7) of \n such Code, as amended by paragraph (4), is amended to read as \n follows:\n ``(7) Modified energy factor.--The term `modified energy \n factor' means the modified energy factor established by the \n Department of Energy for compliance with the Federal energy \n conservation standard.''.\n (6) Gallons per cycle; water consumption factor.--Section \n 45M(f) of such Code (relating to definitions) is amended by \n adding at the end the following:\n ``(10) Gallons per cycle.--The term `gallons per cycle' \n means, with respect to a dishwasher, the amount of water, \n expressed in gallons, required to complete a normal cycle of a \n dishwasher.\n ``(11) Water consumption factor.--The term `water \n consumption factor' means, with respect to a clothes washer, \n the quotient of the total weighted per-cycle water consumption \n divided by the cubic foot (or liter) capacity of the clothes \n washer.''.\n (f) Effective Date.--The amendments made by this section shall \napply to appliances produced after December 31, 2007.", "target": "Super-Efficient Appliance Incentives and Market Transformation Act of 2007 - Amends the Internal Revenue Code to modify the applicable amount of the tax credit for energy efficient appliances (i.e., dishwashers, clothes washers, refrigerators, and dehumidifiers which restrict water and energy consumption) produced after 2007.", "evaluation_predictions": [2, 0, 16713, 12, 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{"text": "SECTION 1. SHORT TITLE.\n\n This Act may be cited as the ``Emergency Drought Relief Act of \n1998''.\n\nSEC. 2. LOAN RATES FOR MARKETING ASSISTANCE LOANS FOR CERTAIN CROPS.\n\n (a) Wheat.--Subsection (a) of section 132 of the Agricultural \nMarket Transition Act (7 U.S.C. 7232) is amended by striking paragraph \n(1) and inserting the following new paragraph:\n ``(1) Loan rate.--Subject to paragraph (2), the loan rate \n for a marketing assistance loan under section 131 for wheat \n shall be equal to not less than 85 percent of the simple \n average price received by producers of wheat, as determined by \n the Secretary, during the marketing years for the immediately \n preceding 5 crops of wheat, excluding the year in which the \n average price was the highest and the year in which the average \n price was the lowest in the period.''.\n (b) Feed Grains.--Subsection (b) of such section is amended by \nstriking paragraph (1) and inserting the following new paragraph:\n ``(1) Loan rate for corn.--Subject to paragraph (2), the \n loan rate for a marketing assistance loan under section 131 for \n corn shall be equal to not less than 85 percent of the simple \n average price received by producers of corn, as determined by \n the Secretary, during the marketing years for the immediately \n preceding 5 crops of corn, excluding the year in which the \n average price was the highest and the year in which the average \n price was the lowest in the period.''.\n (c) Upland Cotton.--Subsection (c)(2) of such section is amended by \nstriking ``or more than $0.5192 per pound''.\n (d) Extra Long Staple Cotton.--Subsection (d) of such section is \namended to read as follows:\n ``(d) Extra Long Staple Cotton.--The loan rate for a marketing \nassistance loan under section 131 for extra long staple cotton shall be \nequal to not less than 85 percent of the simple average price received \nby producers of extra long staple cotton, as determined by the \nSecretary, during 3 years of the 5-year period ending July 31 of the \nyear preceding the year in which the crop is planted, excluding the \nyear in which the average price was the highest and the year in which \nthe average price was the lowest in the period.''.\n (e) Oilseeds.--Subsection (f) of such section is amended--\n (1) in paragraph (1)(B), by striking ``or more than \n $5.26''; and\n (2) in paragraph (2)(B), by striking ``or more than \n $0.093''.\n\nSEC. 3. COST-SHARE ASSISTANCE FOR AGRICULTURAL PRODUCERS PERFORMING \n CERTAIN DROUGHT ALLEVIATION PROJECTS.\n\n (a) Definitions.--In this section:\n (1) Designated disaster area.--The term ``designated \n disaster area'' means an area that is covered by a Presidential \n declaration of major disaster issued under section 401 of the \n Robert T. Stafford Disaster Relief and Emergency Assistance Act \n (42 U.S.C. 5170) or determined to be a disaster area by the \n Secretary of Agriculture under subpart A of part 1945 of title \n 7, Code of Federal Regulations, if the basis for the \n Presidential declaration or Secretarial determination is at \n least in part the result of drought conditions in the area.\n (2) Eligible land.--The term ``eligible land'' means \n agricultural land, including cropland, rangeland, pasture, and \n other land on which crops or livestock are produced, or land \n used to support the production of crops or livestock.\n (3) Livestock.--The term ``livestock'' means dairy cattle, \n beef cattle, laying hens, broilers, turkeys, swine, sheep, and \n such other animals as determined by the Secretary.\n (4) Producer.--The term ``producer'' means a person who is \n engaged in livestock or agricultural production (as defined by \n the Secretary).\n (b) Authority To Provide Assistance.--During the 1999 through 2002 \nfiscal years, the Secretary of Agriculture may provide technical \nassistance and cost-share payments to a producer who undertakes on \neligible lands in a designated disaster area a project intended to \nalleviate or otherwise respond to the effects of drought on crop or \nlivestock production. A producer may apply for cost-share payments \nunder this section before undertaking an eligible project, during the \ncourse of the project, or within one year after completing the project. \nA project may be completed after the expiration of the designation of \nan area as a designated disaster area.\n (c) Eligible Projects.--The projects for which assistance may be \nprovided under this section include--\n (1) the installation of water wells to be used primarily \n for crop irrigation or livestock watering;\n (2) the dredging of ponds or other small bodies of water on \n eligible lands; and\n (3) the extension of public water supply lines to serve \n eligible lands.\n (d) Offer Selection Process.--The Secretary of Agriculture shall, \nto the maximum extent practicable, establish a process for selecting \napplications for financial assistance if there are numerous \napplications for assistance for eligible projects that would provide \nsubstantially the same level of benefits. The process shall be based \non--\n (1) a reasonable estimate of the projected cost of the \n proposals and other factors identified by the Secretary for \n determining which applications will result in the least cost to \n the program authorized by this section; and\n (2) such other factors determined by the Secretary that \n maximize benefits in designated disaster areas per dollar \n expended.\n (e) Concurrence of Owner.--If the producer making an offer to \nreceive assistance is a tenant using the eligible land, for the offer \nto be acceptable, the producer shall obtain the concurrence of the \nowner of the eligible land with respect to the offer.\n (f) Amount of Cost-Share Payments.--The Federal share of cost-share \npayments to a producer proposing to implement one or more eligible \nproject shall be not more than 75 percent of the projected cost of the \nproject, as determined by the Secretary of Agriculture, taking into \nconsideration any payment received by the producer from a State or \nlocal government. A producer may not receive cost-share payments under \nthis section for a project if the producer receives cost-share payments \nor other benefits for the same project under another provision of law.\n (g) Technical Assistance.--The receipt of technical assistance \nunder this section shall not affect the eligibility of the producer to \nreceive technical assistance under other authorities of law available \nto the Secretary of Agriculture.\n (h) Retroactive Effect.--This section shall apply to eligible \nprojects commenced in designated disaster areas on or after January 1, \n1998.\n\nSEC. 4. AUTHORITY TO PROVIDE EMERGENCY LOANS BASED ON ESTIMATED LOSSES.\n\n Subtitle C of the Consolidated Farm and Rural Development Act (7 \nU.S.C. 1961-1970) is amended by inserting after section 327 the \nfollowing:\n ``Sec. 328. In this subtitle, the terms `actual loss' and `actual \nproduction loss' mean actual loss or (if greater) the estimated loss as \ndetermined by the relevant county committee.''.\n\nSEC. 5. BORROWER ELECTION TO DEFER INTEREST PAYMENTS ON EMERGENCY \n LOANS.\n\n Section 324 of the Consolidated Farm and Rural Development Act (7 \nU.S.C. 1964) is amended by adding at the end the following:\n ``(f) A borrower of a loan made under this subtitle may elect to \ndefer the payment of any or all interest on the loan until the end of \nthe period for which the loan is made.''.", "target": "Emergency Drought Relief Act of 1998 - Amends the Agricultural Market Transition Act to eliminate marketing assistance loan rate caps for wheat, corn and feed grains, upland and extra long staple cotton, and oilseeds. \nAuthorizes the Secretary of Agriculture to (temporarily) provide cost-share assistance for crop and livestock producers performing certain drought alleviation projects. Makes such assistance available retroactively to eligible projects begun as of January 1, 1998. \nAmends the Consolidated Farm and Rural Development Act to authorize: (1) emergency loans based upon estimated losses; and (2) emergency loan interest deferral.", "evaluation_predictions": [2, 0, 40638, 211, 27400, 21164, 1783, 9, 1437, 36440, 28784, 39476, 111, 1918, 8845, 5, 22645, 1070, 6584, 8, 16058, 2717, 1783, 7, 35, 36, 134, 43, 2703, 10, 2474, 3485, 2541, 223, 2810, 22236, 13, 10332, 7, 28, 3871, 7, 45, 540, 87, 5663, 135, 9, 5, 2007, 674, 425, 829, 30, 4426, 9, 10332, 4, 178, 36, 176, 43, 2703, 5, 2541, 731, 7, 28, 716, 15, 10, 5701, 3278, 9, 5, 5635, 701, 9, 5, 695, 4, 46233, 10, 3436, 15670, 7, 5731, 65, 50, 55, 215, 2973, 7, 1325, 10, 1853, 458, 9, 5, 701, 12, 12689, 1437, 46303, 36440, 28784, 28825, 4, 46233, 5, 3436, 7, 10371, 7, 22992, 5, 3207, 9, 143, 50, 70, 773, 15, 5, 2541, 454, 5, 253, 9, 5, 76, 4, 46233, 41, 20321, 7, 10371, 45, 7, 11514, 68, 134, 6, 151, 228, 76, 4, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]}
{"text": "SECTION 1. SHORT TITLE.\n\n This Act may be cited as the ``Competitiveness Tax Credit Act''.\n\nSEC. 2. TEMPORARY INVESTMENT CREDIT FOR NEW MANUFACTURING AND OTHER \n PRODUCTIVE EQUIPMENT.\n\n (a) Allowance of Credit.--Section 46 of the Internal Revenue Code \nof 1986 (relating to amount of investment credit) is amended by \nstriking ``and'' at the end of paragraph (2), by striking the period at \nthe end of paragraph (3) and inserting ``, and'', and by adding at the \nend the following new paragraph:\n ``(4) the manufacturing and other productive equipment \n credit.''\n (b) Amount of Credit.--Section 48 of such Code is amended by adding \nat the end the following new subsection:\n ``(c) Manufacturing and Other Productive Equipment Credit.--\n ``(1) In general.--For purposes of section 46, the \n manufacturing and other productive equipment credit for any \n taxable year is an amount equal to the sum of--\n ``(A) the domestic equipment credit, and\n ``(B) the nondomestic equipment credit.\n ``(2) Amount of domestic and nondomestic equipment \n credits.--For purposes of this subsection--\n ``(A) Domestic equipment credit.--\n ``(i) In general.--The domestic equipment \n credit for any taxable year is 10 percent of \n the amount equal to the product of--\n ``(I) the domestic equipment ratio, \n and\n ``(II) the qualified increase \n amount.\n ``(ii) Domestic equipment ratio.--The \n domestic equipment ratio for any taxable year \n is a fraction in which--\n ``(I) the numerator is the \n aggregate bases of the qualified \n manufacturing and other productive \n equipment properties placed in service \n during such taxable year which are of \n domestic origin, and\n ``(II) the denominator is the \n aggregate bases of all qualified \n manufacturing and other productive \n equipment properties placed in service \n during such taxable year.\n ``(B) Nondomestic equipment credit.--\n ``(i) In general.--The nondomestic \n equipment credit for any taxable year is 7 \n percent of the amount equal to the product of--\n ``(I) the nondomestic equipment \n ratio, and\n ``(II) the qualified increase \n amount.\n ``(ii) Nondomestic equipment ratio.--The \n nondomestic equipment ratio for any taxable \n year is a fraction in which--\n ``(I) the numerator is the \n aggregate bases of the qualified \n manufacturing and other productive \n equipment properties placed in service \n during such taxable year which are not \n of domestic origin, and\n ``(II) the denominator is the \n aggregate bases of all qualified \n manufacturing and other productuve \n equipment properties placed in service \n during such taxable year.\n ``(C) Determination of domestic origin.--\n ``(i) In general.--Property shall be \n treated as being of domestic origin only if--\n ``(I) the property was completed in \n the United States, and\n ``(II) at least 50 percent of the \n basis of the property is attributable \n to value added within the United \n States.\n ``(ii) United states.--The term `United \n States' includes the Commonwealth of Puerto \n Rico and the possessions of the United States.\n ``(3) Qualified manufacturing and other productive \n equipment property.--For purposes of this subsection--\n ``(A) In general.--The term `qualified \n manufacturing and other productive equipment property' \n means any property--\n ``(i) which is used as an integral part of \n the manufacture or production of tangible \n personal property and increases the efficiency \n of the manufacturing or production process;\n ``(ii) which is tangible property to which \n section 168 applies, other than 3-year property \n (within the meaning of section 168(e)),\n ``(iii) which is section 1245 property (as \n defined in section 1245(a)(3)), and\n ``(iv)(I) the construction, reconstruction, \n or erection of which is completed by the \n taxpayer, or\n ``(II) which is acquired by the taxpayer, \n if the original use of such property commences \n with the taxpayer.\n ``(B) Special rule for computer software.--In the \n case of any computer software--\n ``(i) which is used to control or monitor a \n manufacturing or production process,\n ``(ii) which increases the efficiency of \n the manufacturing or production process, and\n ``(iii) with respect to which depreciation \n (or amortization in lieu of depreciation) is \n allowable,\n such software shall be treated as qualified \n manufacturing and other productive equipment property.\n ``(4) Qualified increase amount.--For purposes of this \n subsection--\n ``(A) In general.--The term `qualified increase \n amount' means the excess (if any) of--\n ``(i) the aggregate bases of qualified \n manufacturing and other productive equipment \n properties placed in service during the taxable \n year, over\n ``(ii) the base amount.\n ``(B) Base amount.--The term `base amount' means \n the product of--\n ``(i) the fixed-base percentage, and\n ``(ii) the average annual gross receipts of \n the taxpayer for the 4 taxable years preceding \n the taxable year for which the credit is being \n determined (in this subsection referred to as \n the `credit year').\n ``(C) Minimum base amount.--In no event shall the \n base amount be less than 50 percent of the amount \n determined under subparagraph (A)(i).\n ``(D) Fixed-base percentage.--\n ``(i) In general.--The fixed-base \n percentage is the percentage which the \n aggregate amounts described in subparagraph \n (A)(i) for taxable years beginning after \n December 31, 1987, and before January 1, 1993, \n is of the aggregate gross receipts of the \n taxpayer for such taxable years.\n ``(ii) Rounding.--The percentages \n determined under clause (i) shall be rounded to \n the nearest \\1/100\\ of 1 percent.\n ``(E) Other rules.--Rules similar to the rules of \n paragraphs (4) and (5) of section 41(c) shall apply for \n purposes of this paragraph.\n ``(5) Coordination with other credits.--This subsection \n shall not apply to any property to which the energy credit or \n rehabilitation credit would apply unless the taxpayer elects to \n waive the application of such credits to such property.\n ``(6) Certain progress expenditure rules made applicable.--\n Rules similar to rules of subsections (c)(4) and (d) of section \n 46 (as in effect on the day before the date of the enactment of \n the Revenue Reconciliation Act of 1990) shall apply for \n purposes of this subsection.\n ``(7) Termination date.--This subsection shall not apply to \n any property placed in service after the expiration of the 2-\n year period beginning on the date of the enactment of this \n Act.''\n (c) Technical Amendments.--\n (1) Clause (ii) of section 49(a)(1)(C) of such Code is \n amended by inserting ``or qualified manufacturing and other \n productive equipment property'' after ``energy property''.\n (2) Subparagraph (E) of section 50(a)(2) of such Code is \n amended by inserting ``or 48(c)(6)'' before the period at the \n end.\n (3)(A) The section heading for section 48 of such Code is \n amended to read as follows:\n\n``SEC. 48. OTHER CREDITS.''\n\n (B) The table of sections for subpart E of part IV of \n subchapter A of chapter 1 of such Code is amended by striking \n the item relating to section 48 and inserting the following:\n\n``Sec. 48. Other credits.''\n (d) Effective Date.--The amendments made by this section shall \napply to--\n (1) property acquired by the taxpayer after the date of the \n enactment of this Act, and\n (2) property the construction, reconstruction, or erection \n of which is completed by the taxpayer after the date of the \n enactment of this Act, but only to the extent of the basis \n thereof attributable to construction, reconstruction, or \n erection after such date.", "target": "Competitiveness Tax Credit Act - Amends the Internal Revenue Code to allow an investment tax credit for manufacturing and other productive equipment based upon a determination of the domestic origin of such property. \nMakes such credit applicable for the two-year period beginning on the date of enactment of this Act.", "evaluation_predictions": [2, 0, 24699, 594, 43468, 6394, 3560, 1783, 111, 1918, 8845, 5, 18387, 5833, 8302, 7, 35, 36, 134, 43, 2703, 5, 168, 9, 5, 315, 532, 7, 694, 10, 629, 1361, 13, 92, 3021, 8, 97, 8737, 2104, 4, 36, 176, 43, 694, 13, 5, 1663, 6, 18228, 6, 50, 42104, 9, 215, 2104, 4, 178, 36, 246, 43, 694, 5, 168, 19, 10, 68, 134, 325, 629, 1361, 4, 36, 306, 43, 694, 10, 68, 1497, 153, 629, 1361, 7, 5, 168, 13, 5, 675, 71, 5, 39553, 9, 5, 1087, 4, 36, 245, 43, 694, 41, 943, 68, 134, 153, 13, 5, 629, 76, 4, 36, 401, 43, 694, 943, 68, 1497, 6, 151, 13, 5, 76, 71, 5, 1087, 18, 39553, 4, 36, 406, 43, 146, 5, 629, 1361, 577, 7, 5, 11827, 71, 5, 1248, 9, 39553, 9, 42, 1087, 6, 8, 36, 398, 43, 146, 24, 577, 13, 5, 220, 292, 107, 4, 36, 466, 43, 146, 10, 68, 245, 153, 629, 712, 4, 36, 698, 43, 146, 143, 629, 712, 11, 5, 1087, 68, 134, 4, 245, 325, 4, 36, 1225, 43, 146, 97, 629, 7751, 577, 13, 215, 1038, 4, 36, 1092, 43, 146, 215, 629, 1361, 10, 4745, 9, 5, 629, 712, 13, 5, 1087, 6, 36, 1558, 43, 146, 1402, 97, 629, 3488, 577, 4, 36, 1570, 43, 712, 5, 731, 9, 5, 92, 629, 1361, 6, 36, 996, 43, 146, 70, 97, 629, 1361, 4973, 4, 36, 844, 43, 146, 7668, 13, 5, 92, 1087, 7, 146, 5, 1087, 55, 629, 12, 24645, 4, 36, 2146, 43, 146, 686, 14, 5, 1087, 473, 45, 11514, 5, 1280, 9, 5, 595, 1087, 4, 178, 1640, 2036, 43, 146, 577, 5, 629, 7751, 13, 5, 2210, 1087, 4, 1640, 1922, 43, 146, 10404, 5, 629, 30401, 629, 1361, 8, 5, 97, 7751, 577, 7, 2210, 629, 12, 35531, 1038, 2203, 4, 36, 1978, 43, 146, 943, 629, 1361, 7668, 4, 36, 1244, 43, 146, 41, 943, 629, 712, 577, 13, 143, 1038, 2325, 11, 544, 71, 5, 24833, 9, 5, 132, 12, 180, 1087, 4, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]}
{"text": "SECTION 1. SHORT TITLE; TABLE OF CONTENTS.\n\n (a) Short Title.--This Act may be cited as the ``Water Quality \nProtection and Job Creation Act of 2017''.\n (b) Table of Contents.--The table of contents for this Act is as \nfollows:\n\nSec. 1. Short title; table of contents.\nSec. 2. Amendment of Federal Water Pollution Control Act.\n TITLE I--WATER QUALITY FINANCING\n\n Subtitle A--Technical and Management Assistance\n\nSec. 101. Technical assistance.\nSec. 102. State management assistance.\nSec. 103. Watershed pilot projects.\nSec. 104. Nonpoint source management programs.\n Subtitle B--State Water Pollution Control Revolving Funds\n\nSec. 121. Capitalization grant agreements.\nSec. 122. Water pollution control revolving loan funds.\nSec. 123. State planning assistance.\nSec. 124. Intended use plan.\nSec. 125. Technical assistance.\nSec. 126. Authorization of appropriations.\n TITLE II--ALTERNATIVE WATER SOURCE AND SEWER OVERFLOW AND STORMWATER \n GRANTS\n\nSec. 201. Pilot program for alternative water source projects.\nSec. 202. Sewer overflow control grants.\n\nSEC. 2. AMENDMENT OF FEDERAL WATER POLLUTION CONTROL ACT.\n\n Except as otherwise expressly provided, whenever in this Act an \namendment or repeal is expressed in terms of an amendment to, or repeal \nof, a section or other provision, the reference shall be considered to \nbe made to a section or other provision of the Federal Water Pollution \nControl Act (33 U.S.C. 1251 et seq.).\n\n TITLE I--WATER QUALITY FINANCING\n\n Subtitle A--Technical and Management Assistance\n\nSEC. 101. TECHNICAL ASSISTANCE.\n\n (a) Technical Assistance for Rural and Small Treatment Works.--\nSection 104(b) (33 U.S.C. 1254(b)) is amended--\n (1) by striking ``and'' at the end of paragraph (6);\n (2) by striking the period at the end of paragraph (7) and \n inserting ``; and''; and\n (3) by adding at the end the following:\n ``(8) make grants to nonprofit organizations--\n ``(A) to provide technical assistance to rural, \n small, and tribal municipalities for the purpose of \n assisting, in consultation with the State in which the \n assistance is provided, such municipalities and tribal \n governments in the planning, developing, and \n acquisition of financing for eligible projects \n described in section 603(c);\n ``(B) to provide technical assistance and training \n for rural, small, and tribal publicly owned treatment \n works and decentralized wastewater treatment systems to \n enable such treatment works and systems to protect \n water quality and achieve and maintain compliance with \n the requirements of this Act; and\n ``(C) to disseminate information to rural, small, \n and tribal municipalities and municipalities that meet \n the affordability criteria established under section \n 603(i)(2) by the State in which the municipality is \n located with respect to planning, design, construction, \n and operation of publicly owned treatment works and \n decentralized wastewater treatment systems.''.\n (b) Authorization of Appropriations.--Section 104(u) (33 U.S.C. \n1254(u)) is amended--\n (1) by striking ``and (6)'' and inserting ``(6)''; and\n (2) by inserting before the period at the end the \n following: ``; and (7) not to exceed $100,000,000 for each of \n fiscal years 2018 through 2022 for carrying out subsections \n (b)(3), (b)(8), and (g), except that not less than 20 percent \n of the amounts appropriated pursuant to this paragraph in a \n fiscal year shall be used for carrying out subsection (b)(8)''.\n\nSEC. 102. STATE MANAGEMENT ASSISTANCE.\n\n (a) Authorization of Appropriations.--Section 106(a) (33 U.S.C. \n1256(a)) is amended--\n (1) by striking ``and'' at the end of paragraph (1);\n (2) by striking the semicolon at the end of paragraph (2) \n and inserting ``; and''; and\n (3) by inserting after paragraph (2) the following:\n ``(3) such sums as may be necessary for each of fiscal \n years 1991 through 2017, and $300,000,000 for each of fiscal \n years 2018 through 2022;''.\n (b) Technical Amendment.--Section 106(e) (33 U.S.C. 1256(e)) is \namended by striking ``Beginning in fiscal year 1974 the'' and inserting \n``The''.\n\nSEC. 103. WATERSHED PILOT PROJECTS.\n\n Section 122(c) is amended to read as follows:\n ``(c) Authorization of Appropriations.--There is authorized to be \nappropriated to carry out this section $120,000,000 for each of fiscal \nyears 2018 through 2022.''.\n\nSEC. 104. NONPOINT SOURCE MANAGEMENT PROGRAMS.\n\n Section 319(j) (33 U.S.C. 1329(j)) is amended by striking \n``$70,000,000'' and all that follows through ``fiscal year 1991'' and \ninserting ``$200,000,000 for each of fiscal years 2018 through 2022''.\n\n Subtitle B--State Water Pollution Control Revolving Funds\n\nSEC. 121. CAPITALIZATION GRANT AGREEMENTS.\n\n Section 602(b) (33 U.S.C. 1382(b)) is amended--\n (1) in paragraph (13)(B)(iii), by striking ``; and'' and \n inserting a semicolon;\n (2) in paragraph (14), by striking the period at the end \n and inserting ``; and''; and\n (3) by adding at the end the following:\n ``(15) the State will use at least 15 percent of the amount \n of each capitalization grant received by the State under this \n title after September 30, 2017, to provide assistance to \n municipalities of fewer than 10,000 individuals that meet the \n affordability criteria established by the State under section \n 603(i)(2) for projects or activities included on the State's \n priority list under section 603(g), to the extent that there \n are sufficient applications for such assistance.''.\n\nSEC. 122. WATER POLLUTION CONTROL REVOLVING LOAN FUNDS.\n\n Section 603(d) (33 U.S.C. 1383(d)) is amended--\n (1) by striking ``and'' at the end of paragraph (6);\n (2) by striking the period at the end of paragraph (7) and \n inserting a semicolon; and\n (3) by adding at the end the following:\n ``(8) to provide grants to owners and operators of \n treatment works that serve a population of 10,000 or fewer for \n obtaining technical and planning assistance and assistance in \n financial management, user fee analysis, budgeting, capital \n improvement planning, facility operation and maintenance, \n equipment replacement, and other activities to improve \n wastewater treatment plant management and operations, except \n that the total amount provided by the State in grants under \n this paragraph for a fiscal year may not exceed one percent of \n the total amount of assistance provided by the State from the \n fund in the preceding fiscal year, or 2 percent of the total \n amount received by the State in capitalization grants under \n this title in the preceding fiscal year, whichever amount is \n greatest; and\n ``(9) to provide grants to owners and operators of \n treatment works for conducting an assessment of the energy and \n water consumption of the treatment works, and evaluating \n potential opportunities for energy and water conservation \n through facility operation and maintenance, equipment \n replacement, and projects or activities that promote the \n efficient use of energy and water by the treatment works, \n except that the total amount provided by the State in grants \n under this paragraph for a fiscal year may not exceed one \n percent of the total amount of assistance provided by the State \n from the fund in the preceding fiscal year, or 2 percent of the \n total amount received by the State in capitalization grants \n under this title in the preceding fiscal year, whichever amount \n is greatest.''.\n\nSEC. 123. STATE PLANNING ASSISTANCE.\n\n Section 604(b) (33 U.S.C. 1384(b)) is amended by striking ``1 \npercent'' and inserting ``2 percent''.\n\nSEC. 124. INTENDED USE PLAN.\n\n (a) Integrated Priority List.--Section 603(g) (33 U.S.C. 1383(g)) \nis amended to read as follows:\n ``(g) Priority List.--\n ``(1) In general.--For fiscal year 2019 and each fiscal \n year thereafter, a State shall establish or update a list of \n projects and activities for which assistance is sought from the \n State's water pollution control revolving fund. Such projects \n and activities shall be listed in priority order based on the \n methodology established under paragraph (2). The State may \n provide financial assistance from the State's water pollution \n control revolving fund only with respect to a project or \n activity included on such list. In the case of projects and \n activities eligible for assistance under subsection (c)(2), the \n State may include on such list a category or subcategory of \n nonpoint sources of pollution to be addressed.\n ``(2) Methodology.--\n ``(A) In general.--Not later than 1 year after the \n date of enactment of this paragraph, and after \n providing notice and opportunity for public comment, \n each State shall establish a methodology for developing \n a priority list under paragraph (1).\n ``(B) Priority for projects and activities that \n achieve greatest water quality improvement.--In \n developing the methodology, the State shall seek to \n achieve the greatest degree of water quality \n improvement, taking into consideration--\n ``(i) the requirements of section \n 602(b)(5);\n ``(ii) whether such water quality \n improvements would be realized without \n assistance under this title; and\n ``(iii) whether the proposed projects and \n activities would address water quality \n impairments associated with existing treatment \n works.\n ``(C) Considerations in selecting projects and \n activities.--In determining which projects and \n activities will achieve the greatest degree of water \n quality improvement, the State shall consider--\n ``(i) information developed by the State \n under sections 303(d) and 305(b);\n ``(ii) the State's continuing planning \n process developed under sections 205(j) and \n 303(e);\n ``(iii) whether such project or activity \n may have a beneficial impact related to the \n purposes identified under section 302(a);\n ``(iv) the State's management program \n developed under section 319; and\n ``(v) conservation and management plans \n developed under section 320 with respect to an \n estuary lying in whole or in part within the \n State.\n ``(D) Nonpoint sources.--For categories or \n subcategories of nonpoint sources of pollution that a \n State may include on its priority list under paragraph \n (1), the State shall consider the cumulative water \n quality improvements associated with projects or \n activities carried out pursuant to the listing of such \n categories or subcategories.\n ``(E) Existing methodologies.--If a State has \n previously developed, after providing notice and an \n opportunity for public comment, a methodology that \n meets the requirements of this paragraph, the State may \n use the methodology for the purposes of this \n subsection.''.\n (b) Intended Use Plan.--Section 606(c) (33 U.S.C. 1386(c)) is \namended--\n (1) in the matter preceding paragraph (1) by inserting \n ``and publish'' after ``each State shall annually prepare'';\n (2) by striking paragraph (1) and inserting the following:\n ``(1) the State's priority list developed under section \n 603(g);'';\n (3) in paragraph (4), by striking ``and'' at the end;\n (4) by striking the period at the end of paragraph (5) and \n inserting ``; and''; and\n (5) by adding at the end the following:\n ``(6) if the State does not fund projects and activities in \n the order of the priority established under section 603(g), an \n explanation of why such a change in order is appropriate.''.\n (c) Transitional Provision.--Before completion of a priority list \nbased on a methodology established under section 603(g) of the Federal \nWater Pollution Control Act (as amended by this section), a State shall \ncontinue to comply with the requirements of sections 603(g) and 606(c) \nof such Act, as in effect on the day before the date of enactment of \nthis Act.\n\nSEC. 125. TECHNICAL ASSISTANCE.\n\n Section 607 is amended to read as follows:\n\n``SEC. 607. TECHNICAL ASSISTANCE.\n\n ``(a) Simplified Procedures.--Not later than 1 year after the date \nof enactment of this section, the Administrator shall assist the States \nin establishing simplified procedures for treatment works to obtain \nassistance under this title.\n ``(b) Publication of Manual.--Not later than 2 years after the date \nof the enactment of this section, and after providing notice and \nopportunity for public comment, the Administrator shall publish a \nmanual to assist treatment works in obtaining assistance under this \ntitle and publish in the Federal Register notice of the availability of \nthe manual.''.\n\nSEC. 126. AUTHORIZATION OF APPROPRIATIONS.\n\n Title VI (33 U.S.C. 1381 et seq.) is amended by adding at the end \nthe following:\n\n``SEC. 609. AUTHORIZATION OF APPROPRIATIONS.\n\n ``There is authorized to be appropriated to carry out the purposes \nof this title $4,000,000,000 for each of fiscal years fiscal year 2018 \nthrough 2022.''.\n\n TITLE II--ALTERNATIVE WATER SOURCE AND SEWER OVERFLOW AND STORMWATER \n GRANTS\n\nSEC. 201. PILOT PROGRAM FOR ALTERNATIVE WATER SOURCE PROJECTS.\n\n (a) Selection of Projects.--Section 220(d) (33 U.S.C. 1300(d)) is \namended by striking paragraph (2) and redesignating paragraph (3) as \nparagraph (2).\n (b) Committee Resolution Procedure.--Section 220 (33 U.S.C. \n1300(e)) is amended by striking subsection (e) and redesignating \nsubsections (f) through (j) as subsections (e) through (i), \nrespectively.\n (c) Definitions.--Section 220(h)(1) (as redesignated by subsection \n(c) of this section) is amended by striking ``or wastewater or by \ntreating wastewater'' and inserting ``, wastewater, or stormwater or by \ntreating wastewater or stormwater''.\n (d) Authorization of Appropriations.--Section 220(i) (as \nredesignated by subsection (c) of this section) is amended by striking \n``$75,000,000 for fiscal years 2002 through 2004'' and inserting \n``$75,000,000 for each of fiscal years 2018 through 2022''.\n\nSEC. 202. SEWER OVERFLOW CONTROL GRANTS.\n\n Section 221 (33 U.S.C. 1301) is amended--\n (1) by amending the section heading to read as follows: \n ``sewer overflow and stormwater reuse municipal grants'';\n (2) by amending subsection (a) to read as follows:\n ``(a) In General.--\n ``(1) Grants to states.--The Administrator may make grants \n to States for the purpose of providing grants to a municipality \n or municipal entity for planning, design, and construction of \n treatment works to intercept, transport, control, treat, or \n reuse municipal combined sewer overflows, sanitary sewer \n overflows, or stormwater.\n ``(2) Direct municipal grants.--Subject to subsection (g), \n the Administrator may make a direct grant to a municipality or \n municipal entity for the purposes described in paragraph \n (1).'';\n (3) by amending subsection (e) to read as follows:\n ``(e) Administrative Requirements.--A project that receives \nassistance under this section shall be carried out subject to the same \nrequirements as a project that receives assistance from a State water \npollution control revolving fund under title VI, except to the extent \nthat the Governor of the State in which the project is located \ndetermines that a requirement of title VI is inconsistent with the \npurposes of this section. For the purposes of this subsection, a \nGovernor may not determine that the requirements of title VI relating \nto the application of section 513 are inconsistent with the purposes of \nthis section.'';\n (4) by amending subsection (f) to read as follows:\n ``(f) Authorization of Appropriations.--\n ``(1) In general.--There is authorized to be appropriated \n to carry out this section $500,000,000 for each of fiscal years \n 2018 through 2022.\n ``(2) Minimum allocations.--To the extent there are \n sufficient eligible project applications, the Administrator \n shall ensure that a State uses not less than 20 percent of the \n amount of the grants made to the State under subsection (a) in \n a fiscal year to carry out projects to intercept, transport, \n control, treat, or reuse municipal combined sewer overflows, \n sanitary sewer overflows, or stormwater through the use of \n green infrastructure, water and energy efficiency improvements, \n and other environmentally innovative activities.''; and\n (5) by amending subsection (g) to read as follows:\n ``(g) Allocation of Funds.--\n ``(1) Fiscal year 2018.--Subject to subsection (h), the \n Administrator shall use the amounts appropriated to carry out \n this section for fiscal year 2018 for making grants to \n municipalities and municipal entities under subsection (a)(2) \n in accordance with the criteria set forth in subsection (b).\n ``(2) Fiscal year 2019 and thereafter.--Subject to \n subsection (h), the Administrator shall use the amounts \n appropriated to carry out this section for fiscal year 2019 and \n each fiscal year thereafter for making grants to States under \n subsection (a)(1) in accordance with a formula to be \n established by the Administrator, after providing notice and an \n opportunity for public comment, that allocates to each State a \n proportional share of such amounts based on the total needs of \n the State for municipal combined sewer overflow controls, \n sanitary sewer overflow controls, and stormwater identified in \n the most recent survey conducted pursuant to section 516 and \n any other information the Administrator considers \n appropriate.''.", "target": "Water Quality Protection and Job Creation Act of 2017 The bill amends the Federal Water Pollution Control Act (commonly known as the Clean Water Act) to reauthorize through FY2022: programs for preventing and reducing pollution through research, investigations, and training; state and interstate water pollution control programs; wet weather watershed pilot projects; a grant program for implementing state management programs for controlling pollution added from nonpoint sources (e.g., pollution on the ground picked up by rain) to navigable waters; a grant program for protecting groundwater quality; clean water state revolving funds; a pilot program for alternative water source projects; and sewer overflow and stormwater reuse municipal grants (formally known as sewer overflow control grants). The bill authorizes the Environmental Protection Agency to make grants to rural, small, and tribal municipalities for addressing pollution. The bill revises requirements governing capitalization grant agreements, clean water state revolving funds, and sewer overflow and stormwater reuse municipal grants.", "evaluation_predictions": [2, 0, 49134, 5, 19552, 7, 35, 36, 134, 43, 694, 3165, 3485, 7, 5, 532, 1437, 50136, 1437, 2537, 1437, 1437, 1437, 36, 1437, 1437, 43, 1437, 1437, 36440, 43401, 36, 134, 238, 36, 176, 43, 5242, 10, 18670, 13, 2623, 8, 9704, 514, 6631, 797, 1377, 4, 178, 36, 246, 43, 146, 7752, 7, 5, 982, 1437, 50132, 1437, 1437, 49190, 46, 4394, 1437, 1437, 8, 1437, 50132, 44656, 29, 1437, 1437, 479, 1437, 1437, 50141, 1437, 1437, 6, 36, 306, 43, 5242, 41, 2375, 514, 1318, 797, 586, 4, 46233, 5, 19552, 9, 5, 331, 7, 35, 1437, 50136, 6, 1437, 1437, 2156, 36, 134, 21704, 176, 43, 694, 613, 3485, 7, 982, 1437, 50136, 4, 36, 176, 21704, 246, 43, 694, 3485, 19, 2098, 7, 514, 6631, 5656, 4, 36, 246, 21704, 306, 43, 694, 7752, 7, 982, 4, 36, 245, 43, 5242, 5, 4928, 13, 3201, 7927, 15175, 6007, 7161, 21241, 17114, 4, 36, 401, 43, 5242, 8, 5731, 10, 18670, 4, 36, 406, 43, 5242, 1767, 13, 514, 6631, 8555, 4, 36, 398, 43, 694, 13, 3626, 514, 1300, 1377, 4, 36, 466, 43, 694, 5, 331, 19, 10, 586, 13, 1976, 3165, 3485, 4, 36, 698, 43, 694, 10, 586, 7, 3991, 5, 982, 11, 2623, 514, 6631, 23336, 1377, 4, 1640, 1225, 43, 694, 4470, 3485, 7, 194, 3233, 4, 36, 1092, 43, 694, 1767, 13, 3626, 1715, 9, 6631, 4, 36, 1558, 43, 694, 17966, 3485, 4, 1640, 1570, 43, 146, 4470, 4188, 4, 36, 996, 43, 146, 32877, 4, 36, 1549, 43, 146, 10, 3887, 889, 4, 36, 1360, 43, 146, 17966, 3485, 13, 5, 331, 4, 36, 1366, 43, 146, 1402, 7752, 7, 532, 4, 36, 1646, 43, 146, 686, 14, 5, 746, 1280, 9, 3485, 1286, 30, 5, 331, 16, 45, 11514, 65, 135, 9, 5, 746, 4, 36, 844, 43, 146, 7668, 13, 5, 6216, 9, 5, 586, 4, 36, 2146, 43, 146, 5, 17966, 3485, 577, 7, 982, 13, 514, 1416, 1364, 4, 36, 2036, 43, 146, 143, 97, 3485, 577, 4, 36, 1922, 43, 146, 97, 7752, 7, 194, 2244, 4, 36, 1978, 43, 146, 215, 3485, 577, 13, 17966, 6216, 4, 36, 1244, 43, 146, 2167, 3485, 7, 532, 13, 514, 1318, 3855, 4, 36, 2481, 43, 146, 3901, 3485, 7, 97, 982, 4, 178, 1640, 2518, 43, 146, 780, 3485, 7, 17966, 8866, 4, 36, 2517, 43, 146, 8672, 3485, 7, 10, 194, 4, 36, 2890, 43, 146, 6397, 2368, 8672, 7752, 4, 36, 541, 43, 146, 4664, 7, 5, 331, 15, 141, 7, 5731, 5, 4928, 4, 36, 2983, 43, 146, 943, 3485, 7, 331, 2244, 4, 178, 6, 36, 2881, 43, 146, 2139, 32877, 4, 46233, 14, 5, 4928, 28, 8672, 7, 28, 1437, 50132, 4, 36, 3103, 43, 8672, 30, 5, 270, 4, 36, 3079, 43, 8672, 7, 146, 7752, 13, 17966, 1713, 4, 36, 2022, 43, 146, 5034, 7, 5, 1863, 9, 5, 4732, 4, 36, 3367, 43, 146, 1675, 32877, 4, 178, 2, 1, 1, 1, 1, 1, 1, 1]}
{"text": "SECTION 1. SHORT TITLE.\n\n This Act may be cited as the ``Medicare Part D Improvement Act of \n2007''.\n\nSEC. 2. REFORM OF ``DONUT HOLE''.\n\n (a) Counting Certain Expenditures Towards Out-of-Pocket Limits.--\n (1) In general.--Section 1860D-2(b)(4)(C) of the Social \n Security Act (42 U.S.C. 1395w-102(b)(4)(C)) is amended--\n (A) in clause (i), by striking ``and'' at the end;\n (B) in clause (ii)--\n (i) by striking ``such costs shall be \n treated as incurred only if'' and inserting \n ``subject to clause (iii), such costs shall be \n treated as incurred if'';\n (ii) by striking ``, under section 1860D-\n 14, or under a State Pharmaceutical Assistance \n Program'';\n (iii) by striking ``(other than under such \n section or such a Program)''; and\n (iv) by striking the period at the end and \n inserting ``; and''; and\n (C) by inserting after clause (ii) the following \n new clause:\n ``(iii) such costs shall be treated as \n incurred and shall not be considered to be \n reimbursed under clause (ii) if such costs are \n borne or paid--\n ``(I) under section 1860D-14;\n ``(II) under a State Pharmaceutical \n Assistance Program;\n ``(III) by the Indian Health \n Service, an Indian tribe or tribal \n organization, or an urban Indian \n organization (as defined in section 4 \n of the Indian Health Care Improvement \n Act);\n ``(IV) by a rural health clinic or \n Federally qualified health center (as \n defined in section 1861(aa));\n ``(V) under an AIDS Drug Assistance \n Program under part B of title XXVI of \n the Public Health Service Act;\n ``(VI) by a pharmaceutical \n manufacturer patient assistance \n program, either directly or through the \n distribution or donation of covered \n part D drugs, which shall be valued at \n the negotiated price of such covered \n part D drug under the enrollee's \n prescription drug plan or MA-PD plan as \n of the date that the drug was \n distributed or donated; or\n ``(VII) by a subsection (d) \n hospital (as defined in section \n 1886(d)(1)(B) that meets the \n requirements of clauses (i) and (ii) of \n the section 340B(a)(4)(L) of the Public \n Health Service Act.''.\n (2) Effective date.--The amendments made by paragraph (1) \n shall apply to costs incurred on or after January 1, 2008, for \n plan years beginning on or after such date.\n (b) Report on Closing the Gap.--The Secretary of Health and Human \nServices shall conduct a study on how to eliminate the gap in Medicare \npart D prescription drug coverage created through the application of an \ninitial coverage limit and how to finance such elimination. Not later \nthan 180 days after the date of the enactment of this Act, the \nSecretary shall submit to Congress a report on such study.\n\nSEC. 3. CONFORMING LATE ENROLLMENT PENALTY TO MEDICARE PART B PENALTY \n STRUCTURE.\n\n (a) In General.--Section 1860D-13(b)(3) of the Social Security Act \n(42 U.S.C. 1395w-113(b)(3)) is amended by striking ``is the greater \nof'' and all that follows and inserting the following: ``is 10 percent \nof the base beneficiary premium (as computed under subsection (a)(2)) \nfor each continuous period of 12 consecutive uncovered months in such \nperiod''.\n (b) Not Counting Periods of Non-Enrollment During First Year of \nProgram.--Subparagraph (B) of such section is amended by inserting \n``(after December 2007)'' after ``any month''.\n (c) Presumption of Errors in Enrollment or Nonenrollment Due to \nOfficial Error.--Section 1837(h) of such Act (42 U.S.C. 1395p(h)) is \namended by adding at the end the following: ``In applying the previous \nsentence, an individual's unintentional, inadvertent, or erroneous \nenrollment or nonenrollment shall be presumed to be the result of an \nerror, misrepresentation, or inaction of an officer, employee, or agent \nof the Federal Government, or its instrumentalities, unless the \nSecretary demonstrates otherwise.''.\n (d) Effective Dates.--The amendments made by subsections (a) and \n(b) shall apply to late enrollment penalties for months beginning with \nJanuary 2008. The amendment made by subsection (c) shall take effect on \nJanuary 1, 2008, and shall apply as of such date to enrollments (and \nnon-enrollments) occurring before, on, or after such date.\n\nSEC. 4. MORE FREQUENT CHANGES IN PLANS PERMITTED.\n\n (a) In General.--Section 1860D-1(b)(3) of the Social Security Act \n(42 U.S.C. 1395w-101(b)(3)) is amended by adding at the end the \nfollowing new subparagraph:\n ``(F) Same frequency as changes in formularies.--In \n the case of an individual enrolled in a prescription \n drug plan (or MA-PD plan), as often as the Secretary \n permits such plan to make changes in its formulary.''.\n (b) Permitting Change in Enrollment During First 3 Months of Each \nYear as Permitted Under the Medicare Advantage Program.--Section 1860D-\n1(b)(1)(B)(iii) of such Act (42 U.S.C. 1395w-101(b)(1)(B)(iii)) is \namended by striking ``, (C),''.\n (c) Effective Date.--The amendments made by this section shall take \neffect on January 1, 2008.\n\nSEC. 5. LOW INCOME SUBSIDY IMPROVEMENTS.\n\n (a) Removal of Asset Test.--\n (1) In general.--Section 1860D-14(a) of the Social Security \n Act (42 U.S.C. 1395w-114(a)) is amended--\n (A) in paragraph (1), in the matter before \n subparagraph (A), by striking ``and who meets the \n resources requirement described in paragraph (3)(D)''; \n and\n (B) in paragraph (3)--\n (i) in paragraph (3)(A), by adding ``and'' \n at the end of clause (i), by striking ``; and'' \n at the end of clause (ii) and inserting a \n period, and by striking clause (iii); and\n (ii) by striking subparagraphs (D) and (E).\n (2) Effective date.--The amendments made by paragraph (1) \n shall apply to benefits for months beginning with January 2008.\n (b) Elimination of Late Enrollment Penalties for Subsidy Eligible \nIndividuals.--\n (1) In general.--Section 1860D-13(b)(2) of the Social \n Security Act (42 U.S.C. 1395w-113(b)(2)) is amended by \n inserting ``who is not a subsidy eligible individual and'' \n after ``an individual''.\n (2) Conforming amendments.--Section 1860D-14 of such Act \n (42 U.S.C. 1395w-114) is amended--\n (A) in subsection (a)(1)(A), by striking ``equal \n to'' and all that follows and inserting the following: \n ``100 percent of the amount described in subsection \n (b)(1), but not to exceed the premium amount specified \n in subsection (b)(2)(B).''; and\n (B) in subsection (b)(2)(B), by striking the last \n sentence.\n (3) Effective date.--The amendments made by this subsection \n shall apply to late enrollment penalties for months beginning \n with January 2008.", "target": "Medicare Part D Improvement Act of 2007 - Amends part D (Voluntary Prescription Drug Benefit Program) of the Social Security Act to revise requirements for the Medicare prescription drug program with respect to: (1) counting certain expenditures towards out-of-pocket limits; (2) conforming the late enrollment penalty to the Medicare part B penalty structure; (3) allowing more frequent changes in plans; and (4) removing the asset test and eliminating late enrollment penalties for low-income subsidy eligible individuals.\n\nDirects the Secretary of Health and Human Services to study and report to Congress on how to: (1) eliminate the gap in Medicare part D prescription drug coverage created through the application of an initial coverage limit; and (2) finance such elimination.", "evaluation_predictions": [2, 0, 39096, 1322, 4657, 211, 26657, 1783, 9, 1437, 36440, 28784, 30741, 111, 1918, 8845, 5, 3574, 1437, 36440, 42593, 30741, 12, 39096, 1322, 1783, 7, 35, 36, 134, 43, 7677, 5, 4044, 11, 8999, 4657, 211, 9243, 1262, 1953, 1412, 149, 5, 2502, 9, 41, 1437, 36440, 30529, 45696, 1953, 3000, 8, 141, 7, 2879, 215, 15063, 4, 178, 36, 176, 43, 8189, 9, 628, 12510, 6736, 13, 10, 17966, 675, 9, 316, 3396, 13526, 377, 4, 46233, 5, 1863, 9, 1309, 8, 3861, 1820, 36, 725, 6391, 43, 7, 2883, 10, 892, 15, 141, 7, 7677, 5, 3781, 11, 8999, 1437, 36440, 27203, 7755, 211, 9243, 1953, 1412, 30, 5, 2502, 8, 304, 9, 41, 36, 1437, 36440, 1215, 45696, 1953, 22830, 8, 141, 24, 5658, 28, 1199, 13, 4, 46233, 289, 6391, 7, 2883, 215, 892, 624, 8963, 360, 9, 39553, 9, 42, 1783, 4, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]}
{"text": "SECTION 1. SHORT TITLE.\n\n This title may be cited as the ``Habeas Corpus Revision Act of \n1994''.\n\nSEC. 2. STATUTE OF LIMITATIONS.\n\n Section 2254 of title 28, United States Code, is amended by adding \nat the end the following:\n ``(g)(1) In the case of an applicant under sentence of death, any \napplication for habeas corpus relief under this section must be filed \nin the appropriate district court not later than 1 year after--\n ``(A) the date of denial of a writ of certiorari, if a \n petition for a writ of certiorari to the highest court of the \n State on direct appeal or unitary review of the conviction and \n sentence is filed, within the time limits established by law, \n in the Supreme Court;\n ``(B) the date of issuance of the mandate of the highest \n court of the State on direct appeal or unitary review of the \n conviction and sentence, if a petition for a writ of certiorari \n is not filed, within the time limits established by law, in the \n Supreme Court; or\n ``(C) the date of issuance of the mandate of the Supreme \n Court, if on a petition for a writ of certiorari the Supreme \n Court grants the writ and disposes of the case in a manner that \n leaves the capital sentence undisturbed.\n ``(2) The time requirements established by this section shall be \ntolled--\n ``(A) during any period in which the State has failed to \n provide counsel as required in section 2257 of this chapter;\n ``(B) during the period from the date the applicant files \n an application for State postconviction relief until final \n disposition of the application by the State appellate courts, \n if all filing deadlines are met; and\n ``(C) during an additional period not to exceed 90 days, if \n counsel moves for an extension in the district court that would \n have jurisdiction of a habeas corpus application and makes a \n showing of good cause.''.\n\nSEC. 3. STAYS OF EXECUTION IN CAPITAL CASES.\n\n Section 2251 of title 28, United States Code, is amended--\n (1) by inserting ``(a)(1)'' before the first paragraph;\n (2) by inserting ``(2)'' before the second paragraph; and\n (3) by adding at the end the following:\n ``(b) In the case of an individual under sentence of death, a \nwarrant or order setting an execution shall be stayed upon application \nto any court that would have jurisdiction over an application for \nhabeas corpus under this chapter. The stay shall be contingent upon \nreasonable diligence by the individual in pursuing relief with respect \nto such sentence and shall expire if--\n ``(1) the individual fails to apply for relief under this \n chapter within the time requirements established by section \n 2254(g) of this chapter;\n ``(2) upon completion of district court and court of \n appeals review under section 2254 of this chapter, the \n application is denied and--\n ``(A) the time for filing a petition for a writ of \n certiorari expires before a petition is filed;\n ``(B) a timely petition for a writ of certiorari is \n filed and the Supreme Court denies the petition; or\n ``(C) a timely petition for certiorari is filed \n and, upon consideration of the case, the Supreme Court \n disposes of it in a manner that leaves the capital \n sentence undisturbed; or\n ``(3) before a court of competent jurisdiction, in the \n presence of counsel qualified under section 2257 of this \n chapter and after being advised of the consequences of the \n decision, an individual waives the right to pursue relief under \n this chapter.''.\n\nSEC. 4. LAW APPLICABLE.\n\n (a) In General.--Chapter 153 of title 28, United States Code, is \namended by adding at the end the following:\n``Sec. 2256. Law applicable\n ``(a) Except as provided in subsection (b), in an action under this \nchapter, the court shall not apply a new rule.\n ``(b) A court shall apply a new rule, if the new rule--\n ``(1) places the claimant's conduct beyond the power of the \n criminal law-making authority to proscribe or punish with the \n sanction imposed; or\n ``(2) requires the observance of procedures without which \n the likelihood of an accurate conviction or valid capital \n sentence is seriously diminished.\n ``(c) As used in this section, the term `new rule' means a clear \nbreak from precedent, announced by the Supreme Court of the United \nStates, that could not reasonably have been anticipated at the time the \nclaimant's sentence became final in State court. A rule is not `new' \nmerely because it was not dictated or compelled by the precedents \nexisting at that time or because, at that time, it was susceptible to \ndebate among reasonable minds.''.\n (b) Clerical Amendment.--The table of sections at the beginning of \nchapter 153 of title 28, United States Code, is amended by adding at \nthe end the following:\n\n``2256. Law applicable.''.\n\nSEC. 5. COUNSEL IN CAPITAL CASES; STATE COURT.\n\n (a) In General.--Chapter 153 of title 28, United States Code, is \namended by adding after the provision added by section 804 of this \nsubtitle the following:\n``Sec. 2257. Counsel in capital cases; State court\n ``(a) Notwithstanding section 2254(d) of this chapter, the court in \nan action under this chapter shall neither presume a finding of fact \nmade in a State court proceeding specified in subsection (b)(1) of this \nsection to be correct nor decline to consider a claim on the ground \nthat it was not raised in such a proceeding at the time or in the \nmanner prescribed by State law, unless--\n ``(1) the relevant State maintains a mechanism for \n providing legal services to indigents in capital cases that \n meets the specifications in subsection (b) of this section;\n ``(2) if the applicant in the instant case was eligible for \n the appointment of counsel and did not waive such an \n appointment, the State actually appointed an attorney or \n attorneys to represent the applicant in the State proceeding in \n which the finding of fact was made or the default occurred; and\n ``(3) the attorney or attorneys so appointed substantially \n met both the qualification standards specified in subsection \n (b)(3)(A) or (b)(4) of this section and the performance \n standards established by the appointing authority.\n ``(b) A mechanism for providing legal services to indigents within \nthe meaning of subsection (a)(1) of this section shall include the \nfollowing elements:\n ``(1) The State shall provide legal services to--\n ``(A) indigents charged with offenses for which \n capital punishment is sought;\n ``(B) indigents who have been sentenced to death \n and who seek appellate, collateral, or unitary review \n in State court; and\n ``(C) indigents who have been sentenced to death \n and who seek certiorari review of State court judgments \n in the United States Supreme Court.\n ``(2) The State shall establish a counsel authority, which \n shall be--\n ``(A) a statewide defender organization;\n ``(B) a resource center; or\n ``(C) a counsel authority appointed by the highest \n State court having jurisdiction over criminal matters, \n consisting of members of the bar with substantial \n experience in, or commitment to, the representation of \n criminal defendants in capital cases, and comprised of \n a balanced representation from each segment of the \n State's criminal defense bar.\n ``(3) The counsel authority shall--\n ``(A) publish a roster of attorneys qualified to be \n appointed in capital cases, procedures by which \n attorneys are appointed, and standards governing \n qualifications and performance of counsel, which shall \n include--\n ``(i) knowledge and understanding of \n pertinent legal authorities regarding issues in \n capital cases; and\n ``(ii) skills in the conduct of \n negotiations and litigation in capital cases, \n the investigation of capital cases and the \n psychiatric history and current condition of \n capital clients, and the preparation and \n writing of legal papers in capital cases;\n ``(B) monitor the performance of attorneys \n appointed and delete from the roster any attorney who \n fails to meet qualification and performance standards; \n and\n ``(C) appoint a defense team, which shall include \n at least 2 attorneys, to represent a client at the \n relevant stage of proceedings, within 30 days after \n receiving notice of the need for the appointment from \n the relevant State court.\n ``(4) An attorney who is not listed on the roster shall be \n appointed only on the request of the client concerned and in \n circumstances in which the attorney requested is able to \n provide the client with quality legal representation.\n ``(5) No counsel appointed pursuant to this section to \n represent a prisoner in State postconviction proceedings shall \n have previously represented the prisoner at trial or on direct \n appeal in the case for which the appointment is made, unless \n the prisoner and counsel expressly request continued \n representation.\n ``(6) The ineffectiveness or incompetence of counsel \n appointed pursuant to this section during State or Federal \n postconviction proceedings shall not be a ground for relief in \n a proceeding arising under section 2254 of this title. This \n limitation shall not preclude the appointment of different \n counsel at any phase of State or Federal postconviction \n proceedings.\n ``(7) Upon receipt of notice from the counsel authority \n that an individual entitled to the appointment of counsel under \n this section has declined to accept such an appointment, the \n court requesting the appointment shall conduct, or cause to be \n conducted, a hearing, at which the individual and counsel \n proposed to be appointed under this section shall be present, \n to determine the individual's competency to decline the \n appointment, and whether the individual has knowingly and \n intelligently declined it.\n ``(8) Attorneys appointed pursuant to this section shall be \n compensated on an hourly basis pursuant to a schedule of hourly \n rates as periodically established by the counsel authority \n after consultation with the highest State court with \n jurisdiction over criminal matters. Appointed counsel shall be \n reimbursed for expenses reasonably incurred in representing the \n client, including the costs of law clerks, paralegals, \n investigators, experts, or other support services.\n ``(9) Support services for staff attorneys of a defender \n organization or resource center shall be equal to the services \n listed in paragraph (8).''.\n (b) Clerical Amendment.--The table of sections at the beginning of \nchapter 153 of title 28, United States Code, is amended by adding after \nthe provision added by section 804 the following:\n\n``2257. Counsel in capital cases; State court.''.\n\nSEC. 6. SUCCESSIVE FEDERAL PETITIONS.\n\n Section 2244(b) of title 28, United States Code, is amended--\n (1) by inserting ``(1)'' after ``(b)'';\n (2) by inserting ``, in the case of an applicant not under \n sentence of death,'' after ``When''; and\n (3) by adding at the end the following:\n ``(2) In the case of an applicant under sentence of death, \n a claim presented in a second or successive application, that \n was not presented in a prior application under this chapter, \n shall be dismissed unless--\n ``(A) the applicant shows that--\n ``(i) the basis of the claim could not have \n been discovered by the exercise of reasonable \n diligence before the applicant filed the prior \n application; or\n ``(ii) the failure to raise the claim in \n the prior application was due to action by \n State officials in violation of the \n Constitution of the United States; and\n ``(B) the facts underlying the claim would be \n sufficient, if proven, to undermine the court's \n confidence in the applicant's guilt of the offense or \n offenses for which the capital sentence was imposed, or \n in the validity of that sentence under Federal law.''.\n\nSEC. 7. CERTIFICATES OF PROBABLE CAUSE.\n\n The third paragraph of section 2253, of title 28, United States \nCode, is amended to read as follows:\n ``An appeal may not be taken to the court of appeals from \n the final order in a habeas corpus proceeding where the \n detention complained of arises out of process issued by a State \n court, unless the justice or judge who rendered the order or a \n circuit justice or judge issues a certificate of probable \n cause. However, an applicant under sentence of death shall have \n a right of appeal without a certification of probable cause, \n except after denial of a second or successive application.''.\n\nSEC. 8. DUTIES OF THE DISTRICT COURT.\n\n Section 2254(a) of title 28, United States Code, is amended by \nadding at the end the following:\n ``In adjudicating the merits of any such ground, the court \n shall exercise independent judgment in ascertaining the \n pertinent Federal legal standards and in applying those \n standards to the facts and shall not defer to a previous State \n court judgment regarding a Federal legal standard or its \n application. Upon request, the court shall permit the parties \n to present evidence regarding material facts that were not \n adequately developed in State court. The court shall award \n relief with respect to any meritorious constitutional ground, \n unless, in the case of a violation that can be harmless, the \n respondent shows that the error was harmless beyond a \n reasonable doubt.''.\n\nSEC. 9. CLAIMS OF INNOCENCE.\n\n (a) In General.--Chapter 153 of title 28, United States Code, is \namended by adding after the provision added by section 805 of this \nsubtitle the following:\n``Sec. 2258. Claims of innocence\n ``(a) At any time, and notwithstanding any other provision of law, \na district court shall issue habeas corpus relief on behalf of an \napplicant under sentence of death, imposed either in Federal or in \nState court, who offers credible newly discovered evidence which, had \nit been presented to the trier of fact or sentencing authority at \ntrial, would probably have resulted in--\n ``(1) an acquittal of the offense for which the death \n sentence was imposed; or\n ``(2) a sentence other than death.\n ``(b) An application filed pursuant to subsection (a) shall offer \nsubstantial evidence which, if credible, would establish one of the \nstandards in subsection (a)(1) or (2). An application that fails to do \nso may be dismissed.\n ``(c) If the court concludes that an application meets the \nrequirements in subsection (b), the court shall--\n ``(1) order the respondent to file an answer;\n ``(2) permit the parties to conduct reasonable discovery;\n ``(3) conduct a hearing to resolve disputed issues of fact; \n and\n ``(4) upon request, issue a stay of execution pending \n further proceedings in the district court and on direct review \n of the district court's judgment.\n ``(d) If the court concludes that the applicant meets the standards \nestablished by subsection (a)(1) or (2), the court shall order his or \nher release, unless a new trial or, in an appropriate case, a new \nsentencing proceeding, is conducted within a reasonable time.\n ``(e) If the court determines that the applicant is currently \nentitled to pursue other available and effective remedies in either \nState or Federal court, the court may, at the request of either party, \nsuspend its consideration of the application under this section until \nthe applicant has exhausted those remedies. A stay issued pursuant to \nsubsection (c) shall remain in effect during such a suspension.\n ``(f) An application under this section may be consolidated with \nany other pending application under this chapter, filed by the same \napplicant.''.\n (b) Clerical Amendment.--The table of sections at the beginning of \nchapter 153 of title 28, United States Code, is amended by adding after \nthe provision added by section 805 of this subtitle the following:\n\n``2258. Claims of innocence.''.\n\nSEC. 10. PROCEDURAL DEFAULT IN STATE COURT.\n\n Section 2254 of title 28, United States Code, is amended by adding \nthe following:\n ``(h)(1) A district court shall decline to consider a claim under \nthis section if--\n ``(A) the applicant previously failed to raise the claim in \n State court at the time and in the manner prescribed by State \n law; the State courts, for that reason, refused or would refuse \n to entertain the claim; such refusal would constitute an \n adequate and independent State law ground that would foreclose \n direct review of the State court judgment in the Supreme Court \n of the United States; and\n ``(B) the applicant fails to show cause for the failure to \n raise the claim in State court and prejudice to the applicant's \n right to fair proceedings or to an accurate outcome resulting \n from the alleged violation of the Federal right asserted, or \n that failure to consider the claim would result in a \n miscarriage of justice.\n ``(2) The court shall not find cause in any case in which it \nappears that the applicant or counsel deliberately withheld a claim \nfrom the State courts for strategic purposes. An applicant may \nestablish cause by showing that--\n ``(A) the factual basis of the claim could not have been \n discovered by the exercise of reasonable diligence before the \n applicant could have raised the claim in State court;\n ``(B) the claim relies on a decision of the Supreme Court \n of the United States, announced after the applicant might have \n raised the claim in State court; or\n ``(C) the failure to raise the claim in State court was due \n to interference by State officials, counsel's ignorance or \n neglect, or counsel's ineffective assistance in violation of \n the Constitution.''.\nHR 4018 RH----2", "target": "Habeas Corpus Revision Act of 1994 - Amends the Federal judicial code to revise provisions governing habeas corpus procedures, particularly in capital cases. \nEstablishes a statute of limitations of one year for the filing of an application for habeas corpus relief from a sentence of death. Prescribes periods during which such time requirement shall be tolled, including any period during which the applicant is not represented by counsel. Provides for dismissal of an application for failure to comply with such time requirement, except where the waiver of such requirement is warranted by exceptional circumstances. \n(Sec. 3) Specifies requirements for stays of execution in capital cases. \n(Sec. 4) Prohibits the court from applying a new rule representing a clear break from precedent announced by the U.S. Supreme Court that could not have reasonably been anticipated at the time the claimant's sentence became final in State court, unless such rule: (1) places the claimant's conduct beyond the power of the criminal law-making authority to proscribe or punish with the sanction imposed; or (2) requires the observance of procedures without which the likelihood of an accurate conviction or valid capital sentence is seriously diminished. \n(Sec. 5) Bars the court from presuming a finding of fact made in certain State court proceedings to be correct or from declining to consider a claim on the ground that it was not raised in such a proceeding at the time or in the manner prescribed by State law, unless: (1) the relevant State maintains a mechanism for providing legal services to indigents in capital cases which meets specified requirements; (2) the State actually appointed an attorney to represent an applicant who was eligible for and did not waive such appointment in the State proceeding in which the finding of fact was made or the default occurred; and (3) any attorney so appointed substantially met specified qualification standards and the performance standards established by the appointing authority. \n(Sec. 6) Requires that, in the case of an applicant for Federal habeas corpus relief under sentence of death, a claim presented in a second or successive application be dismissed unless the applicant shows that: (1) the basis of the claim could not have been discovered by the exercise of reasonable diligence before the applicant filed the prior application, or the failure to raise the claim in the prior application was due to action by State officials in violation of the U.S. Constitution; and (2) the facts underlying the claim would be sufficient, if proven, to undermine the court's confidence in the applicant's guilt of the offense for which the capital sentence was imposed, or in the validity of that sentence under Federal law. \n(Sec. 7) Grants an applicant under sentence of death the right to appeal without a certification of probable cause, except after denial of a second or successive application. \n(Sec. 8) Requires the district court, in adjudicating habeas corpus cases, to: (1) exercise independent judgment in ascertaining the pertinent Federal legal standards and in applying those standards to the facts when adjudicating the merits of a particular ground (rather than deferring to a previous State court judgment regarding a Federal legal standard or its application); (2) issue habeas corpus relief at any time on behalf of an applicant under sentence of death imposed either in Federal or State court who offers newly discovered evidence which, had it been presented to the trier of fact or sentencing authority at trial, would probably have resulted in an acquittal of the offense for which the death sentence was imposed or a sentence other than death; and (3) decline to consider a habeas corpus claim under specified circumstances.", "evaluation_predictions": [2, 0, 725, 5084, 281, 28556, 45323, 1783, 9, 1437, 36440, 30529, 41525, 111, 1918, 8845, 1270, 971, 6, 315, 532, 8302, 7, 35, 36, 134, 43, 2703, 5, 461, 7, 2354, 10, 2489, 1610, 281, 42168, 3500, 15, 4137, 9, 41, 20321, 223, 3645, 9, 744, 4, 178, 36, 176, 43, 1157, 5, 20321, 7, 2870, 10, 5265, 13, 10, 25859, 9, 21045, 7375, 1512, 11, 5, 3901, 1418, 461, 4, 36, 134, 21704, 134, 43, 1157, 13, 10, 1576, 7, 3094, 5, 20273, 9, 5, 20321, 18, 2026, 4, 36, 176, 21704, 246, 43, 1157, 10, 1576, 13, 5, 20321, 4, 36, 306, 43, 1157, 41, 20321, 7, 1455, 10, 1982, 1263, 7, 5, 461, 18, 568, 4, 36, 245, 43, 694, 4778, 7, 5, 20321, 54, 34, 57, 4018, 7, 744, 4, 36, 401, 43, 694, 5, 20321, 19, 10, 10921, 9, 6461, 4, 36, 406, 43, 694, 3485, 11, 5, 403, 9, 10, 744, 3645, 4, 36, 398, 43, 694, 13, 5, 6914, 9, 5, 9191, 4, 36, 466, 43, 694, 10, 1443, 165, 4, 36, 698, 43, 694, 1030, 518, 4, 36, 1225, 43, 146, 10, 2069, 13, 10, 15851, 9, 5, 744, 2861, 4, 36, 1092, 43, 146, 41, 2502, 7, 5, 1609, 461, 9, 5, 315, 532, 4, 36, 1558, 43, 146, 5, 2502, 7, 10, 461, 9, 17451, 10542, 4, 36, 1570, 43, 146, 143, 97, 2069, 7, 5, 2124, 837, 4, 36, 996, 43, 146, 97, 5034, 7, 5, 837, 9, 13248, 4, 36, 1549, 43, 146, 215, 10, 2069, 7, 10, 194, 461, 4, 178, 1640, 1360, 43, 146, 1402, 14, 5, 20321, 9524, 10, 15851, 4, 36, 1366, 43, 1325, 10, 3120, 31, 5, 461, 9, 7688, 4, 36, 1646, 43, 146, 686, 5, 20321, 34, 5, 2139, 18952, 8, 676, 4, 36, 844, 43, 1325, 5, 2139, 3485, 4, 36, 2146, 43, 1325, 3485, 31, 5, 194, 4354, 4, 36, 2036, 43, 1325, 1030, 3485, 31, 10, 194, 1921, 4, 36, 1922, 43, 1325, 41, 2354, 31, 10, 461, 14, 74, 33, 10542, 81, 41, 2502, 13, 5, 744, 3645, 223, 42, 1270, 4, 36, 1978, 43, 146, 4664, 7, 5, 194, 461, 2624, 5, 2194, 9, 5, 403, 4, 36, 1244, 43, 146, 7668, 13, 5, 1443, 165, 7, 694, 4778, 4, 36, 2481, 43, 694, 2139, 3485, 7, 5, 6914, 4, 36, 2518, 43, 694, 97, 3485, 4, 1640, 2517, 43, 694, 943, 3485, 7, 194, 4354, 11, 5, 515, 9, 41, 2502, 14, 10578, 7, 972, 5, 2820, 2885, 30, 5, 461, 4, 1793, 36, 2890, 43, 694, 323, 7, 5, 9191, 11, 10, 403, 147, 5, 9191, 34, 45, 829, 5, 2139, 1030, 3485, 4, 178, 6, 36, 541, 43, 694, 3901, 3485, 7, 143, 461, 14, 34, 10542, 81, 10, 403, 3329, 10, 744, 2861, 4565, 4, 36, 2983, 43, 694, 41, 1921, 54, 16, 45, 3147, 15, 5, 4459, 4, 36, 2881, 43, 694, 17966, 3485, 7, 10, 9191, 11, 5, 194, 8252, 19635, 4, 36, 3103, 43, 146, 5701, 1170, 7, 6925, 10]}
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{"task": "d421d4e2_ala_D__Harris_Attorney_General__Class", "input": "[Class Code] R220 [Class] ", "output": "Advanced DNA Extraction and Quantification", "options": [], "pageTitle": "CCI All Courses | State of California - Department of Justice - Kamala D. Harris Attorney General", "outputColName": "Class", "url": "https://www.oag.ca.gov/cci/all-courses?order=title&sort=asc", "wdcFile": "39/1438042989126.22_20150728002309-00292-ip-10-236-191-2_913022365_0.json"}
{"task": "d421d4e2_ala_D__Harris_Attorney_General__Class", "input": "[Class Code] C411 [Class] ", "output": "Advanced Mass Spectra", "options": [], "pageTitle": "CCI All Courses | State of California - Department of Justice - Kamala D. Harris Attorney General", "outputColName": "Class", "url": "https://www.oag.ca.gov/cci/all-courses?order=title&sort=asc", "wdcFile": "39/1438042989126.22_20150728002309-00292-ip-10-236-191-2_913022365_0.json"}
{"task": "d421d4e2_ala_D__Harris_Attorney_General__Class", "input": "[Class Code] M205 [Class] ", "output": "Advanced Microscopy", "options": [], "pageTitle": "CCI All Courses | State of California - Department of Justice - Kamala D. Harris Attorney General", "outputColName": "Class", "url": "https://www.oag.ca.gov/cci/all-courses?order=title&sort=asc", "wdcFile": "39/1438042989126.22_20150728002309-00292-ip-10-236-191-2_913022365_0.json"}
{"task": "d421d4e2_ala_D__Harris_Attorney_General__Class", "input": "[Class Code] E203 [Class] ", "output": "Advanced Ridgeology Comparison", "options": [], "pageTitle": "CCI All Courses | State of California - Department of Justice - Kamala D. Harris Attorney General", "outputColName": "Class", "url": "https://www.oag.ca.gov/cci/all-courses?order=title&sort=asc", "wdcFile": "39/1438042989126.22_20150728002309-00292-ip-10-236-191-2_913022365_0.json"}
{"task": "d421d4e2_ala_D__Harris_Attorney_General__Class", "input": "[Class Code] R604 [Class] ", "output": "An Introduction to Non-Human Forensic DNA Analysis and Typing", "options": [], "pageTitle": "CCI All Courses | State of California - Department of Justice - Kamala D. Harris Attorney General", "outputColName": "Class", "url": "https://www.oag.ca.gov/cci/all-courses?order=title&sort=asc", "wdcFile": "39/1438042989126.22_20150728002309-00292-ip-10-236-191-2_913022365_0.json"}
{"task": "d421d4e2_ala_D__Harris_Attorney_General__Class", "input": "[Class Code] E253 [Class] ", "output": "Analysis of Distortion in Latent Prints", "options": [], "pageTitle": "CCI All Courses | State of California - Department of Justice - Kamala D. Harris Attorney General", "outputColName": "Class", "url": "https://www.oag.ca.gov/cci/all-courses?order=title&sort=asc", "wdcFile": "39/1438042989126.22_20150728002309-00292-ip-10-236-191-2_913022365_0.json"}
{"task": "d421d4e2_ala_D__Harris_Attorney_General__Class", "input": "[Class Code] C205 [Class] ", "output": "Analysis of Synthetic Cannabinoids", "options": [], "pageTitle": "CCI All Courses | State of California - Department of Justice - Kamala D. Harris Attorney General", "outputColName": "Class", "url": "https://www.oag.ca.gov/cci/all-courses?order=title&sort=asc", "wdcFile": "39/1438042989126.22_20150728002309-00292-ip-10-236-191-2_913022365_0.json"}
{"texts": "your persona: i've 2 kids. i love flowers. </s> <s> I like acting, I hope to be an actor, what about you?", "labels": "that is ok. have any kids?"}
{"texts": "your persona: i've 2 kids. i love flowers. </s> <s> I like acting, I hope to be an actor, what about you? </s> <s> that is ok. have any kids? </s> <s> No, but someday.", "labels": "that is good. I have 2"}
{"texts": "your persona: i've 2 kids. i love flowers. </s> <s> No, but someday.", "labels": "that is good. I have 2"}
{"texts": "your persona: i've 2 kids. i love flowers. </s> <s> No, but someday. </s> <s> that is good. I have 2 </s> <s> After I am done with school I plan to have a family.", "labels": "that is great! you will be ready"}
{"texts": "your persona: i've 2 kids. i love flowers. </s> <s> No, but someday. </s> <s> that is good. I have 2 </s> <s> After I am done with school I plan to have a family. </s> <s> that is great! you will be ready </s> <s> I hope so, how old are your kids?", "labels": "5 & 7. they take up a lot of my time"}
{"texts": "your persona: i've 2 kids. i love flowers. </s> <s> After I am done with school I plan to have a family.", "labels": "that is great! you will be ready"}
{"texts": "your persona: i've 2 kids. i love flowers. </s> <s> After I am done with school I plan to have a family. </s> <s> that is great! you will be ready </s> <s> I hope so, how old are your kids?", "labels": "5 & 7. they take up a lot of my time"}
{"texts": "your persona: i've 2 kids. i love flowers. </s> <s> I hope so, how old are your kids?", "labels": "5 & 7. they take up a lot of my time"}
{"texts": "your persona: i've 2 kids. i love flowers. </s> <s> I hope so, how old are your kids? </s> <s> 5 & 7. they take up a lot of my time </s> <s> I would imagine. I am sure they a great kids.", "labels": "luckily, they love flowers just as much as I do. we spend a lot of time in the garden"}
{"texts": "your persona: i've 2 kids. i love flowers. </s> <s> I would imagine. I am sure they a great kids.", "labels": "luckily, they love flowers just as much as I do. we spend a lot of time in the garden"}
{"text": "theres not enough going on around here for air service none want to waste there time on this town", "label": 0, "label_text": "not toxic"}
{"text": "How about ZERO", "label": 0, "label_text": "not toxic"}
{"text": "Her name is still floating? Might I suggest flushing twice?", "label": 0, "label_text": "not toxic"}
{"text": "Stop by So Cold at MFNW/Project Pabst! It'll make the top of any list. \nsocoldpdx.com", "label": 0, "label_text": "not toxic"}
{"text": "Nobody awake on the bridge, no lookouts ,,no radar tech. Never saw the ships lights ???? Oh boy !!", "label": 0, "label_text": "not toxic"}
{"text": "Pessimist's might say that we the US will have a Godzillion deficit in 10 years and bucks for Lo-Lo's going be gonahs real soon, however Optimist's might say; look on the bright side, if you work at the Pearl Harbor Ship Yard or for the DOD your career and future is secure braddahs and sistahs!", "label": 0, "label_text": "not toxic"}
{"text": "I'm sure Hawaiian can put Southwest out of business but the Southwest/Alaska combination may be too much to handle.", "label": 0, "label_text": "not toxic"}
{"text": "States don't grow economies, cities grow economy. \nCities that invest in their residents will encourage economic diversity and less reliance on government spending. \nLook at what state legislatures in the sw and se are doing to kill econimic diversity by passing draconian social laws that discriminate against classes of tax paying citizens. Private sector businesses are threatening to pull out and/or reduce investment. Government money and religious conservatism stifles creativity and economic diversity. Less government is better for the economy.", "label": 0, "label_text": "not toxic"}
{"text": "What makes Magnitsky so special? Countless thousands of people around the world have been tortured and have died under suspicious circumstances throughout history but no country considered their deaths worthy enough to apply sanctions against offending governments and /or their officials. One must wonder what are the real motivations of those who are promoting a Canadian version of the Magnitsky Act.", "label": 0, "label_text": "not toxic"}
{"text": "The Mayor said we need \"more skin in the game\" . That explains the rash on my...", "label": 0, "label_text": "not toxic"}
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"https://api.github.com/users/elisno/following{/other_user}", "gists_url": "https://api.github.com/users/elisno/gists{/gist_id}", "starred_url": "https://api.github.com/users/elisno/starred{/owner}{/repo}", "subscriptions_url": "https://api.github.com/users/elisno/subscriptions", "organizations_url": "https://api.github.com/users/elisno/orgs", "repos_url": "https://api.github.com/users/elisno/repos", "events_url": "https://api.github.com/users/elisno/events{/privacy}", "received_events_url": "https://api.github.com/users/elisno/received_events", "type": "User", "site_admin": false}, "labels": [{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working"}], "state": "open", "locked": false, "assignee": {"login": "", "id": 0, "node_id": "", "avatar_url": "", "gravatar_id": "", "url": "", "html_url": "", "followers_url": "", "following_url": "", "gists_url": "", "starred_url": "", "subscriptions_url": "", "organizations_url": "", "repos_url": "", "events_url": "", "received_events_url": "", "type": "", "site_admin": false}, "assignees": [], "milestone": {"url": "", "html_url": "", "labels_url": "", "id": 0, "node_id": "", "number": 0, "title": "", "description": "", "creator": {"login": "", "id": 0, "node_id": "", "avatar_url": "", "gravatar_id": "", "url": "", "html_url": "", "followers_url": "", "following_url": "", "gists_url": "", "starred_url": "", "subscriptions_url": "", "organizations_url": "", "repos_url": "", "events_url": "", "received_events_url": "", "type": "", "site_admin": false}, "open_issues": 0, "closed_issues": 0, "state": "", "created_at": 0, "updated_at": 0, "due_on": 0, "closed_at": null}, "comments": ["I'm not sure if this is expected behavior.\r\n\r\nAm I supposed to work with a copy of the dataset, i.e. `shuffled_dataset = data.shuffle(seed=None)`?\r\n\r\n```diff\r\nimport datasets\r\n\r\n# Some toy example\r\ndata = datasets.Dataset.from_dict(\r\n {\"feature\": [1, 2, 3, 4, 5], \"label\": [\"a\", \"b\", \"c\", \"d\", \"e\"]}\r\n)\r\n\r\n+shuffled_data = data.shuffle(seed=None)\r\n\r\n# Doesn't work as expected\r\nprint(\"Shuffle dataset\")\r\nfor _ in range(3):\r\n+ shuffled_data = shuffled_data.shuffle(seed=None)\r\n+ print(shuffled_data[:])\r\n- print(data.shuffle(seed=None)[:])\r\n\r\n# This seems to work with pandas\r\nprint(\"\\nShuffle via pandas\")\r\nfor _ in range(3):\r\n df = data.to_pandas().sample(frac=1.0)\r\n print(datasets.Dataset.from_pandas(df, preserve_index=False)[:])\r\n\r\n```\r\n\r\nor provide a `generator` instead?\r\n\r\n```diff\r\nimport datasets\r\n+from numpy.random import default_rng\r\n\r\n# Some toy example\r\ndata = datasets.Dataset.from_dict(\r\n {\"feature\": [1, 2, 3, 4, 5], \"label\": [\"a\", \"b\", \"c\", \"d\", \"e\"]}\r\n)\r\n\r\n+rng = default_rng()\r\n\r\n# Doesn't work as expected\r\nprint(\"Shuffle dataset\")\r\nfor _ in range(3):\r\n+ print(data.shuffle(generator=rng)[:])\r\n- print(data.shuffle(seed=None)[:])\r\n\r\n# This seems to work with pandas\r\nprint(\"\\nShuffle via pandas\")\r\nfor _ in range(3):\r\n df = data.to_pandas().sample(frac=1.0)\r\n print(datasets.Dataset.from_pandas(df, preserve_index=False)[:])\r\n\r\n```"], "created_at": 1643209988000, "updated_at": 1643210648000, "closed_at": null, "author_association": "NONE", "active_lock_reason": null, "body": "## Describe the bug\r\nRepeated attempts to `shuffle` a dataset without specifying a seed give the same results.\r\n\r\n## Steps to reproduce the bug\r\n```python\r\nimport datasets\r\n\r\n# Some toy example\r\ndata = datasets.Dataset.from_dict(\r\n {\"feature\": [1, 2, 3, 4, 5], \"label\": [\"a\", \"b\", \"c\", \"d\", \"e\"]}\r\n)\r\n\r\n# Doesn't work as expected\r\nprint(\"Shuffle dataset\")\r\nfor _ in range(3):\r\n print(data.shuffle(seed=None)[:])\r\n\r\n# This seems to work with pandas\r\nprint(\"\\nShuffle via pandas\")\r\nfor _ in range(3):\r\n df = data.to_pandas().sample(frac=1.0)\r\n print(datasets.Dataset.from_pandas(df, preserve_index=False)[:])\r\n\r\n```\r\n\r\n## Expected results\r\nI assumed that the default setting would initialize a new/random state of a `np.random.BitGenerator` (see [docs](https://huggingface.co/docs/datasets/package_reference/main_classes.html?highlight=shuffle#datasets.Dataset.shuffle)).\r\n\r\nWouldn't that reshuffle the rows each time I call `data.shuffle()`?\r\n\r\n## Actual results\r\n\r\n```bash\r\nShuffle dataset\r\n{'feature': [5, 1, 3, 2, 4], 'label': ['e', 'a', 'c', 'b', 'd']}\r\n{'feature': [5, 1, 3, 2, 4], 'label': ['e', 'a', 'c', 'b', 'd']}\r\n{'feature': [5, 1, 3, 2, 4], 'label': ['e', 'a', 'c', 'b', 'd']}\r\n\r\nShuffle via pandas\r\n{'feature': [4, 2, 3, 1, 5], 'label': ['d', 'b', 'c', 'a', 'e']}\r\n{'feature': [2, 5, 3, 4, 1], 'label': ['b', 'e', 'c', 'd', 'a']}\r\n{'feature': [5, 2, 3, 1, 4], 'label': ['e', 'b', 'c', 'a', 'd']}\r\n```\r\n\r\n## Environment info\r\n<!-- You can run the command `datasets-cli env` and copy-and-paste its output below. -->\r\n- `datasets` version: 1.18.0\r\n- Platform: Linux-5.13.0-27-generic-x86_64-with-glibc2.17\r\n- Python version: 3.8.12\r\n- PyArrow version: 6.0.1\r\n", "reactions": {"url": "https://api.github.com/repos/huggingface/datasets/issues/3634/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0}, "timeline_url": "https://api.github.com/repos/huggingface/datasets/issues/3634/timeline", "performed_via_github_app": null, "draft": null, "pull_request": {"url": "", "html_url": "", "diff_url": "", "patch_url": "", "merged_at": 0}, "is_pull_request": false}
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{"url": "https://api.github.com/repos/huggingface/datasets/issues/3631", "repository_url": "https://api.github.com/repos/huggingface/datasets", "labels_url": "https://api.github.com/repos/huggingface/datasets/issues/3631/labels{/name}", "comments_url": "https://api.github.com/repos/huggingface/datasets/issues/3631/comments", "events_url": "https://api.github.com/repos/huggingface/datasets/issues/3631/events", "html_url": "https://github.com/huggingface/datasets/issues/3631", "id": 1114833662, "node_id": "I_kwDODunzps5CcwL-", "number": 3631, "title": "Labels conflict when loading a local CSV file.", "user": {"login": "pichljan", "id": 8571301, "node_id": "MDQ6VXNlcjg1NzEzMDE=", "avatar_url": "https://avatars.githubusercontent.com/u/8571301?v=4", "gravatar_id": "", "url": "https://api.github.com/users/pichljan", "html_url": "https://github.com/pichljan", "followers_url": "https://api.github.com/users/pichljan/followers", "following_url": "https://api.github.com/users/pichljan/following{/other_user}", "gists_url": "https://api.github.com/users/pichljan/gists{/gist_id}", "starred_url": "https://api.github.com/users/pichljan/starred{/owner}{/repo}", "subscriptions_url": "https://api.github.com/users/pichljan/subscriptions", "organizations_url": "https://api.github.com/users/pichljan/orgs", "repos_url": "https://api.github.com/users/pichljan/repos", "events_url": "https://api.github.com/users/pichljan/events{/privacy}", "received_events_url": "https://api.github.com/users/pichljan/received_events", "type": "User", "site_admin": false}, "labels": [{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working"}], "state": "open", "locked": false, "assignee": {"login": "", "id": 0, "node_id": "", "avatar_url": "", "gravatar_id": "", "url": "", "html_url": "", "followers_url": "", "following_url": "", "gists_url": "", "starred_url": "", "subscriptions_url": "", "organizations_url": "", "repos_url": "", "events_url": "", "received_events_url": "", "type": "", "site_admin": false}, "assignees": [], "milestone": {"url": "", "html_url": "", "labels_url": "", "id": 0, "node_id": "", "number": 0, "title": "", "description": "", "creator": {"login": "", "id": 0, "node_id": "", "avatar_url": "", "gravatar_id": "", "url": "", "html_url": "", "followers_url": "", "following_url": "", "gists_url": "", "starred_url": "", "subscriptions_url": "", "organizations_url": "", "repos_url": "", "events_url": "", "received_events_url": "", "type": "", "site_admin": false}, "open_issues": 0, "closed_issues": 0, "state": "", "created_at": 0, "updated_at": 0, "due_on": 0, "closed_at": null}, "comments": [], "created_at": 1643191233000, "updated_at": 1643191233000, "closed_at": null, "author_association": "NONE", "active_lock_reason": null, "body": "## Describe the bug\r\nI am trying to load a local CSV file with a separate file containing label names. It is successfully loaded for the first time, but when I try to load it again, there is a conflict between provided labels and the cached dataset info. Disabling caching globally and/or using `download_mode=\"force_redownload\"` did not help.\r\n\r\n## Steps to reproduce the bug\r\n```python\r\nload_dataset('csv', data_files='data/my_data.csv',\r\n features=Features(text=Value(dtype='string'),\r\n label=ClassLabel(names_file='data/my_data_labels.txt')))\r\n```\r\n`my_data.csv` file has the following structure:\r\n```\r\ntext,label\r\n\"example1\",0\r\n\"example2\",1\r\n...\r\n```\r\nand the `my_data_labels.txt` looks like this:\r\n```\r\nlabel1\r\nlabel2\r\n...\r\n```\r\n\r\n## Expected results\r\nSuccessfully loaded dataset.\r\n\r\n## Actual results\r\n```python\r\n File \"/usr/local/lib/python3.8/site-packages/datasets/load.py\", line 1706, in load_dataset\r\n ds = builder_instance.as_dataset(split=split, ignore_verifications=ignore_verifications, in_memory=keep_in_memory)\r\n File \"/usr/local/lib/python3.8/site-packages/datasets/builder.py\", line 766, in as_dataset\r\n datasets = utils.map_nested(\r\n File \"/usr/local/lib/python3.8/site-packages/datasets/utils/py_utils.py\", line 261, in map_nested\r\n mapped = [\r\n File \"/usr/local/lib/python3.8/site-packages/datasets/utils/py_utils.py\", line 262, in <listcomp>\r\n _single_map_nested((function, obj, types, None, True))\r\n File \"/usr/local/lib/python3.8/site-packages/datasets/utils/py_utils.py\", line 197, in _single_map_nested\r\n return function(data_struct)\r\n File \"/usr/local/lib/python3.8/site-packages/datasets/builder.py\", line 797, in _build_single_dataset\r\n ds = self._as_dataset(\r\n File \"/usr/local/lib/python3.8/site-packages/datasets/builder.py\", line 872, in _as_dataset\r\n return Dataset(fingerprint=fingerprint, **dataset_kwargs)\r\n File \"/usr/local/lib/python3.8/site-packages/datasets/arrow_dataset.py\", line 638, in __init__\r\n inferred_features = Features.from_arrow_schema(arrow_table.schema)\r\n File \"/usr/local/lib/python3.8/site-packages/datasets/features/features.py\", line 1242, in from_arrow_schema\r\n return Features.from_dict(metadata[\"info\"][\"features\"])\r\n File \"/usr/local/lib/python3.8/site-packages/datasets/features/features.py\", line 1271, in from_dict\r\n obj = generate_from_dict(dic)\r\n File \"/usr/local/lib/python3.8/site-packages/datasets/features/features.py\", line 1076, in generate_from_dict\r\n return {key: generate_from_dict(value) for key, value in obj.items()}\r\n File \"/usr/local/lib/python3.8/site-packages/datasets/features/features.py\", line 1076, in <dictcomp>\r\n return {key: generate_from_dict(value) for key, value in obj.items()}\r\n File \"/usr/local/lib/python3.8/site-packages/datasets/features/features.py\", line 1083, in generate_from_dict\r\n return class_type(**{k: v for k, v in obj.items() if k in field_names})\r\n File \"<string>\", line 7, in __init__\r\n File \"/usr/local/lib/python3.8/site-packages/datasets/features/features.py\", line 776, in __post_init__\r\n raise ValueError(\"Please provide either names or names_file but not both.\")\r\nValueError: Please provide either names or names_file but not both.\r\n```\r\n\r\n## Environment info\r\n- `datasets` version: 1.18.0\r\n- Python version: 3.18.2\r\n", "reactions": {"url": "https://api.github.com/repos/huggingface/datasets/issues/3631/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0}, "timeline_url": "https://api.github.com/repos/huggingface/datasets/issues/3631/timeline", "performed_via_github_app": null, "draft": null, "pull_request": {"url": "", "html_url": "", "diff_url": "", "patch_url": "", "merged_at": 0}, "is_pull_request": false}
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0, "node_id": "", "avatar_url": "", "gravatar_id": "", "url": "", "html_url": "", "followers_url": "", "following_url": "", "gists_url": "", "starred_url": "", "subscriptions_url": "", "organizations_url": "", "repos_url": "", "events_url": "", "received_events_url": "", "type": "", "site_admin": false}, "assignees": [], "milestone": {"url": "", "html_url": "", "labels_url": "", "id": 0, "node_id": "", "number": 0, "title": "", "description": "", "creator": {"login": "", "id": 0, "node_id": "", "avatar_url": "", "gravatar_id": "", "url": "", "html_url": "", "followers_url": "", "following_url": "", "gists_url": "", "starred_url": "", "subscriptions_url": "", "organizations_url": "", "repos_url": "", "events_url": "", "received_events_url": "", "type": "", "site_admin": false}, "open_issues": 0, "closed_issues": 0, "state": "", "created_at": 0, "updated_at": 0, "due_on": 0, "closed_at": null}, "comments": [], "created_at": 1643166349000, "updated_at": 1643205806000, "closed_at": null, "author_association": "NONE", "active_lock_reason": null, "body": "After processing the dataset following official [NewsQA](https://github.com/Maluuba/newsqa), I used datasets to load it:\r\n```\r\na = load_dataset('newsqa', data_dir='news')\r\n```\r\nand the following error occurred: \r\n```\r\nUsing custom data configuration default-data_dir=news\r\nDownloading and preparing dataset newsqa/default to /root/.cache/huggingface/datasets/newsqa/default-data_dir=news/1.0.0/b0b23e22d94a3d352ad9d75aff2b71375264a122fae301463079ee8595e05ab9...\r\nTraceback (most recent call last): \r\n File \"/usr/local/lib/python3.8/dist-packages/datasets/builder.py\", line 1084, in _prepare_split\r\n writer.write(example, key)\r\n File \"/usr/local/lib/python3.8/dist-packages/datasets/arrow_writer.py\", line 442, in write\r\n self.check_duplicate_keys()\r\n File \"/usr/local/lib/python3.8/dist-packages/datasets/arrow_writer.py\", line 453, in check_duplicate_keys\r\n raise DuplicatedKeysError(key)\r\ndatasets.keyhash.DuplicatedKeysError: FAILURE TO GENERATE DATASET !\r\nFound duplicate Key: ./cnn/stories/6a0f9c8a5d0c6e8949b37924163c92923fe5770d.story\r\nKeys should be unique and deterministic in nature\r\n\r\nDuring handling of the above exception, another exception occurred:\r\n\r\nTraceback (most recent call last):\r\n File \"<stdin>\", line 1, in <module>\r\n File \"/usr/local/lib/python3.8/dist-packages/datasets/load.py\", line 1694, in load_dataset\r\n builder_instance.download_and_prepare(\r\n File \"/usr/local/lib/python3.8/dist-packages/datasets/builder.py\", line 595, in download_and_prepare\r\n self._download_and_prepare(\r\n File \"/usr/local/lib/python3.8/dist-packages/datasets/builder.py\", line 684, in _download_and_prepare\r\n self._prepare_split(split_generator, **prepare_split_kwargs)\r\n File \"/usr/local/lib/python3.8/dist-packages/datasets/builder.py\", line 1086, in _prepare_split\r\n num_examples, num_bytes = writer.finalize()\r\n File \"/usr/local/lib/python3.8/dist-packages/datasets/arrow_writer.py\", line 524, in finalize\r\n self.check_duplicate_keys()\r\n File \"/usr/local/lib/python3.8/dist-packages/datasets/arrow_writer.py\", line 453, in check_duplicate_keys\r\n raise DuplicatedKeysError(key)\r\ndatasets.keyhash.DuplicatedKeysError: FAILURE TO GENERATE DATASET !\r\nFound duplicate Key: ./cnn/stories/6a0f9c8a5d0c6e8949b37924163c92923fe5770d.story\r\nKeys should be unique and deterministic in nature\r\n```", "reactions": {"url": "https://api.github.com/repos/huggingface/datasets/issues/3630/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0}, "timeline_url": "https://api.github.com/repos/huggingface/datasets/issues/3630/timeline", "performed_via_github_app": null, "draft": null, "pull_request": {"url": "", "html_url": "", "diff_url": "", "patch_url": "", "merged_at": 0}, "is_pull_request": false}
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{"url": "https://api.github.com/repos/huggingface/datasets/issues/3649", "repository_url": "https://api.github.com/repos/huggingface/datasets", "labels_url": "https://api.github.com/repos/huggingface/datasets/issues/3649/labels{/name}", "comments_url": "https://api.github.com/repos/huggingface/datasets/issues/3649/comments", "events_url": "https://api.github.com/repos/huggingface/datasets/issues/3649/events", "html_url": "https://github.com/huggingface/datasets/issues/3649", "id": 1117502250, "node_id": "I_kwDODunzps5Cm7sq", "number": 3649, "title": "Add IGLUE dataset", "user": {"login": "lewtun", "id": 26859204, "node_id": "MDQ6VXNlcjI2ODU5MjA0", "avatar_url": "https://avatars.githubusercontent.com/u/26859204?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lewtun", "html_url": "https://github.com/lewtun", "followers_url": "https://api.github.com/users/lewtun/followers", "following_url": "https://api.github.com/users/lewtun/following{/other_user}", "gists_url": "https://api.github.com/users/lewtun/gists{/gist_id}", "starred_url": "https://api.github.com/users/lewtun/starred{/owner}{/repo}", "subscriptions_url": "https://api.github.com/users/lewtun/subscriptions", "organizations_url": "https://api.github.com/users/lewtun/orgs", "repos_url": "https://api.github.com/users/lewtun/repos", "events_url": "https://api.github.com/users/lewtun/events{/privacy}", "received_events_url": "https://api.github.com/users/lewtun/received_events", "type": "User", "site_admin": false}, "labels": [{"id": 2067376369, "node_id": "MDU6TGFiZWwyMDY3Mzc2MzY5", "url": "https://api.github.com/repos/huggingface/datasets/labels/dataset%20request", "name": "dataset request", "color": "e99695", "default": false, "description": "Requesting to add a new dataset"}, {"id": 3608944167, "node_id": "LA_kwDODunzps7XHB4n", "url": "https://api.github.com/repos/huggingface/datasets/labels/multimodal", "name": "multimodal", "color": "19E633", "default": false, "description": "Multimodal datasets"}], "state": "open", "locked": false, "assignee": {"login": "", "id": 0, "node_id": "", "avatar_url": "", "gravatar_id": "", "url": "", "html_url": "", "followers_url": "", "following_url": "", "gists_url": "", "starred_url": "", "subscriptions_url": "", "organizations_url": "", "repos_url": "", "events_url": "", "received_events_url": "", "type": "", "site_admin": false}, "assignees": [], "milestone": {"url": "", "html_url": "", "labels_url": "", "id": 0, "node_id": "", "number": 0, "title": "", "description": "", "creator": {"login": "", "id": 0, "node_id": "", "avatar_url": "", "gravatar_id": "", "url": "", "html_url": "", "followers_url": "", "following_url": "", "gists_url": "", "starred_url": "", "subscriptions_url": "", "organizations_url": "", "repos_url": "", "events_url": "", "received_events_url": "", "type": "", "site_admin": false}, "open_issues": 0, "closed_issues": 0, "state": "", "created_at": 0, "updated_at": 0, "due_on": 0, "closed_at": null}, "comments": [], "created_at": 1643381981000, "updated_at": 1643382155000, "closed_at": null, "author_association": "MEMBER", "active_lock_reason": null, "body": "## Adding a Dataset\r\n- **Name:** IGLUE\r\n- **Description:** IGLUE brings together 4 vision-and-language tasks across 20 languages (Twitter [thread](https://twitter.com/ebugliarello/status/1487045497583976455?s=20&t=SB4LZGDhhkUW83ugcX_m5w))\r\n- **Paper:** https://arxiv.org/abs/2201.11732\r\n- **Data:** https://github.com/e-bug/iglue\r\n- **Motivation:** This dataset would provide a nice example of combining the text and image features of `datasets` together for multimodal applications.\r\n\r\nNote: the data / code are not yet visible on the GitHub repo, so I've pinged the authors for more information.\r\n\r\nInstructions to add a new dataset can be found [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATASET.md).\r\n", "reactions": {"url": "https://api.github.com/repos/huggingface/datasets/issues/3649/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0}, "timeline_url": "https://api.github.com/repos/huggingface/datasets/issues/3649/timeline", "performed_via_github_app": null, "draft": null, "pull_request": {"url": "", "html_url": "", "diff_url": "", "patch_url": "", "merged_at": 0}, "is_pull_request": false}
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When iterating over a streaming dataset once, it's not reset correctly because of some issues with `dl_manager.iter_archive` and `dl_manager.iter_files`. Indeed they are generator functions (so the iterator that is returned can be exhausted). They should be iterables instead, and be reset if we do a for loop again:\r\n\r\n```python\r\nfrom datasets import load_dataset\r\nd = load_dataset(\"common_voice\", \"ab\", split=\"test\", streaming=True)\r\n\r\ni = 0\r\nfor i, _ in enumerate(d):\r\n pass\r\nprint(i) # 8\r\n# let's do it again\r\ni = 0\r\nfor i, _ in enumerate(d):\r\n pass\r\nprint(i) # 0\r\n```", "reactions": {"url": "https://api.github.com/repos/huggingface/datasets/issues/3645/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0}, "timeline_url": "https://api.github.com/repos/huggingface/datasets/issues/3645/timeline", "performed_via_github_app": null, "draft": null, "pull_request": {"url": "", "html_url": "", "diff_url": "", "patch_url": "", "merged_at": 0}, "is_pull_request": false}
{"url": "https://api.github.com/repos/huggingface/datasets/issues/3644", "repository_url": "https://api.github.com/repos/huggingface/datasets", "labels_url": "https://api.github.com/repos/huggingface/datasets/issues/3644/labels{/name}", "comments_url": "https://api.github.com/repos/huggingface/datasets/issues/3644/comments", "events_url": "https://api.github.com/repos/huggingface/datasets/issues/3644/events", "html_url": "https://github.com/huggingface/datasets/issues/3644", "id": 1116519670, "node_id": "I_kwDODunzps5CjLz2", "number": 3644, "title": "Add a GROUP BY operator", "user": {"login": "felix-schneider", "id": 208336, "node_id": "MDQ6VXNlcjIwODMzNg==", "avatar_url": "https://avatars.githubusercontent.com/u/208336?v=4", "gravatar_id": "", "url": "https://api.github.com/users/felix-schneider", "html_url": "https://github.com/felix-schneider", "followers_url": "https://api.github.com/users/felix-schneider/followers", "following_url": "https://api.github.com/users/felix-schneider/following{/other_user}", "gists_url": "https://api.github.com/users/felix-schneider/gists{/gist_id}", "starred_url": "https://api.github.com/users/felix-schneider/starred{/owner}{/repo}", "subscriptions_url": "https://api.github.com/users/felix-schneider/subscriptions", "organizations_url": "https://api.github.com/users/felix-schneider/orgs", "repos_url": "https://api.github.com/users/felix-schneider/repos", "events_url": "https://api.github.com/users/felix-schneider/events{/privacy}", "received_events_url": "https://api.github.com/users/felix-schneider/received_events", "type": "User", "site_admin": false}, "labels": [{"id": 1935892871, "node_id": "MDU6TGFiZWwxOTM1ODkyODcx", "url": "https://api.github.com/repos/huggingface/datasets/labels/enhancement", "name": "enhancement", "color": "a2eeef", "default": true, "description": "New feature or request"}], "state": "open", "locked": false, "assignee": {"login": "", "id": 0, "node_id": "", "avatar_url": "", "gravatar_id": "", "url": "", "html_url": "", "followers_url": "", "following_url": "", "gists_url": "", "starred_url": "", "subscriptions_url": "", "organizations_url": "", "repos_url": "", "events_url": "", "received_events_url": "", "type": "", "site_admin": false}, "assignees": [], "milestone": {"url": "", "html_url": "", "labels_url": "", "id": 0, "node_id": "", "number": 0, "title": "", "description": "", "creator": {"login": "", "id": 0, "node_id": "", "avatar_url": "", "gravatar_id": "", "url": "", "html_url": "", "followers_url": "", "following_url": "", "gists_url": "", "starred_url": "", "subscriptions_url": "", "organizations_url": "", "repos_url": "", "events_url": "", "received_events_url": "", "type": "", "site_admin": false}, "open_issues": 0, "closed_issues": 0, "state": "", "created_at": 0, "updated_at": 0, "due_on": 0, "closed_at": null}, "comments": [], "created_at": 1643302674000, "updated_at": 1643302674000, "closed_at": null, "author_association": "NONE", "active_lock_reason": null, "body": "**Is your feature request related to a problem? Please describe.**\r\nUsing batch mapping, we can easily split examples. However, we lack an appropriate option for merging them back together by some key. Consider this example:\r\n\r\n```python\r\n# features:\r\n# {\r\n# \"example_id\": datasets.Value(\"int32\"),\r\n# \"text\": datasets.Value(\"string\")\r\n# }\r\n\r\nds = datasets.Dataset()\r\n\r\n\r\ndef split(examples):\r\n sentences = [text.split(\".\") for text in examples[\"text\"]]\r\n return {\r\n \"example_id\": [\r\n example_id\r\n for example_id, sents in zip(examples[\"example_id\"], sentences)\r\n for _ in sents\r\n ],\r\n \"sentence\": [sent for sents in sentences for sent in sents],\r\n \"sentence_id\": [i for sents in sentences for i in range(len(sents))],\r\n }\r\n\r\n\r\nsplit_ds = ds.map(split, batched=True)\r\n\r\n\r\ndef process(examples):\r\n outputs = some_neural_network_that_works_on_sentences(examples[\"sentence\"])\r\n return {\"outputs\": outputs}\r\n\r\n\r\nsplit_ds = split_ds.map(process, batched=True)\r\n```\r\n\r\nI have a dataset consisting of texts that I would like to process sentence by sentence in a batched way. Afterwards, I would like to put it back together as it was, merging the outputs together.\r\n\r\n**Describe the solution you'd like**\r\nIdeally, it would look something like this:\r\n\r\n```python\r\ndef join(examples):\r\n order = np.argsort(examples[\"sentence_id\"])\r\n text = \".\".join(examples[\"text\"][i] for i in order)\r\n outputs = [examples[\"outputs\"][i] for i in order]\r\n return {\"text\": text, \"outputs\": outputs}\r\n\r\n\r\nds = split_ds.group_by(\"example_id\", join)\r\n```\r\n\r\n**Describe alternatives you've considered**\r\nRight now, we can do this:\r\n```python\r\ndef merge(example):\r\n meeting_id = example[\"example_id\"]\r\n parts = split_ds.filter(lambda x: x[\"example_id\"] == meeting_id).sort(\"segment_no\")\r\n return {\"outputs\": list(parts[\"outputs\"])}\r\n\r\nds = ds.map(merge)\r\n```\r\n\r\nOf course, we could process the dataset like this:\r\n\r\n```python\r\ndef process(example):\r\n outputs = some_neural_network_that_works_on_sentences(example[\"text\"].split(\".\"))\r\n return {\"outputs\": outputs}\r\n\r\nds = ds.map(process, batched=True)\r\n```\r\n\r\nHowever, that does not allow using an arbitrary batch size and may lead to very inefficient use of resources if the batch size is much larger than the number of sentences in one example.\r\n\r\nI would very much appreciate some kind of group by operator to merge examples based on the value of one column.\r\n", "reactions": {"url": "https://api.github.com/repos/huggingface/datasets/issues/3644/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0}, "timeline_url": "https://api.github.com/repos/huggingface/datasets/issues/3644/timeline", "performed_via_github_app": null, "draft": null, "pull_request": {"url": "", "html_url": "", "diff_url": "", "patch_url": "", "merged_at": 0}, "is_pull_request": false}
{"url": "https://api.github.com/repos/huggingface/datasets/issues/3643", "repository_url": "https://api.github.com/repos/huggingface/datasets", "labels_url": "https://api.github.com/repos/huggingface/datasets/issues/3643/labels{/name}", "comments_url": "https://api.github.com/repos/huggingface/datasets/issues/3643/comments", "events_url": "https://api.github.com/repos/huggingface/datasets/issues/3643/events", "html_url": "https://github.com/huggingface/datasets/pull/3643", "id": 1116417428, "node_id": "PR_kwDODunzps4xr8mX", "number": 3643, "title": "Fix sem_eval_2018_task_1 download location", "user": {"login": "maxpel", "id": 31095360, "node_id": "MDQ6VXNlcjMxMDk1MzYw", "avatar_url": "https://avatars.githubusercontent.com/u/31095360?v=4", "gravatar_id": "", "url": "https://api.github.com/users/maxpel", "html_url": "https://github.com/maxpel", "followers_url": "https://api.github.com/users/maxpel/followers", "following_url": "https://api.github.com/users/maxpel/following{/other_user}", "gists_url": "https://api.github.com/users/maxpel/gists{/gist_id}", "starred_url": "https://api.github.com/users/maxpel/starred{/owner}{/repo}", "subscriptions_url": "https://api.github.com/users/maxpel/subscriptions", "organizations_url": "https://api.github.com/users/maxpel/orgs", "repos_url": "https://api.github.com/users/maxpel/repos", "events_url": "https://api.github.com/users/maxpel/events{/privacy}", "received_events_url": "https://api.github.com/users/maxpel/received_events", "type": "User", "site_admin": false}, "labels": [], "state": "open", "locked": false, "assignee": {"login": "", "id": 0, "node_id": "", "avatar_url": "", "gravatar_id": "", "url": "", "html_url": "", "followers_url": "", "following_url": "", "gists_url": "", "starred_url": "", "subscriptions_url": "", "organizations_url": "", "repos_url": "", "events_url": "", "received_events_url": "", "type": "", "site_admin": false}, "assignees": [], "milestone": {"url": "", "html_url": "", "labels_url": "", "id": 0, "node_id": "", "number": 0, "title": "", "description": "", "creator": {"login": "", "id": 0, "node_id": "", "avatar_url": "", "gravatar_id": "", "url": "", "html_url": "", "followers_url": "", "following_url": "", "gists_url": "", "starred_url": "", "subscriptions_url": "", "organizations_url": "", "repos_url": "", "events_url": "", "received_events_url": "", "type": "", "site_admin": false}, "open_issues": 0, "closed_issues": 0, "state": "", "created_at": 0, "updated_at": 0, "due_on": 0, "closed_at": null}, "comments": [], "created_at": 1643298300000, "updated_at": 1643387476000, "closed_at": null, "author_association": "CONTRIBUTOR", "active_lock_reason": null, "body": "As discussed with @lhoestq in https://github.com/huggingface/datasets/issues/3549#issuecomment-1020176931_ this is the new pull request to fix the download location.", "reactions": {"url": "https://api.github.com/repos/huggingface/datasets/issues/3643/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0}, "timeline_url": "https://api.github.com/repos/huggingface/datasets/issues/3643/timeline", "performed_via_github_app": null, "draft": false, "pull_request": {"url": "https://api.github.com/repos/huggingface/datasets/pulls/3643", "html_url": "https://github.com/huggingface/datasets/pull/3643", "diff_url": "https://github.com/huggingface/datasets/pull/3643.diff", "patch_url": "https://github.com/huggingface/datasets/pull/3643.patch", "merged_at": null}, "is_pull_request": true}
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{"url": "https://api.github.com/repos/huggingface/datasets/issues/3641", "repository_url": "https://api.github.com/repos/huggingface/datasets", "labels_url": "https://api.github.com/repos/huggingface/datasets/issues/3641/labels{/name}", "comments_url": "https://api.github.com/repos/huggingface/datasets/issues/3641/comments", "events_url": "https://api.github.com/repos/huggingface/datasets/issues/3641/events", "html_url": "https://github.com/huggingface/datasets/pull/3641", "id": 1116284268, "node_id": "PR_kwDODunzps4xre7C", "number": 3641, "title": "Fix numpy rngs when seed is None", "user": {"login": "mariosasko", "id": 47462742, "node_id": "MDQ6VXNlcjQ3NDYyNzQy", "avatar_url": "https://avatars.githubusercontent.com/u/47462742?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariosasko", "html_url": "https://github.com/mariosasko", "followers_url": "https://api.github.com/users/mariosasko/followers", "following_url": "https://api.github.com/users/mariosasko/following{/other_user}", "gists_url": "https://api.github.com/users/mariosasko/gists{/gist_id}", "starred_url": "https://api.github.com/users/mariosasko/starred{/owner}{/repo}", "subscriptions_url": "https://api.github.com/users/mariosasko/subscriptions", "organizations_url": "https://api.github.com/users/mariosasko/orgs", "repos_url": "https://api.github.com/users/mariosasko/repos", "events_url": "https://api.github.com/users/mariosasko/events{/privacy}", "received_events_url": "https://api.github.com/users/mariosasko/received_events", "type": "User", "site_admin": false}, "labels": [], "state": "closed", "locked": false, "assignee": {"login": "", "id": 0, "node_id": "", "avatar_url": "", "gravatar_id": "", "url": "", "html_url": "", "followers_url": "", "following_url": "", "gists_url": "", "starred_url": "", "subscriptions_url": "", "organizations_url": "", "repos_url": "", "events_url": "", "received_events_url": "", "type": "", "site_admin": false}, "assignees": [], "milestone": {"url": "", "html_url": "", "labels_url": "", "id": 0, "node_id": "", "number": 0, "title": "", "description": "", "creator": {"login": "", "id": 0, "node_id": "", "avatar_url": "", "gravatar_id": "", "url": "", "html_url": "", "followers_url": "", "following_url": "", "gists_url": "", "starred_url": "", "subscriptions_url": "", "organizations_url": "", "repos_url": "", "events_url": "", "received_events_url": "", "type": "", "site_admin": false}, "open_issues": 0, "closed_issues": 0, "state": "", "created_at": 0, "updated_at": 0, "due_on": 0, "closed_at": null}, "comments": [], "created_at": 1643293749000, "updated_at": 1643307368000, "closed_at": 1643307367000, "author_association": "CONTRIBUTOR", "active_lock_reason": null, "body": "Fixes the NumPy RNG when `seed` is `None`.\r\n\r\nThe problem becomes obvious after reading the NumPy notes on RNG (returned by `np.random.get_state()`):\r\n> The MT19937 state vector consists of a 624-element array of 32-bit unsigned integers plus a single integer value between 0 and 624 that indexes the current position within the main array.\r\n\r\n`The MT19937 state vector`: the seed which we currently index, but this value stays the same for multiple rounds.\r\n`plus a single integer value`: the `pos` value in this PR (is 624 if `seed` is set to a fixed value with `np.random.seed`, so we take the first value in the `seed` array returned by `np.random.get_state()`: https://stackoverflow.com/questions/32172054/how-can-i-retrieve-the-current-seed-of-numpys-random-number-generator)\r\n\r\nNumPy notes: https://numpy.org/doc/stable/reference/random/bit_generators/mt19937.html\r\n\r\nFix #3634 ", "reactions": {"url": "https://api.github.com/repos/huggingface/datasets/issues/3641/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0}, "timeline_url": "https://api.github.com/repos/huggingface/datasets/issues/3641/timeline", "performed_via_github_app": null, "draft": false, "pull_request": {"url": "https://api.github.com/repos/huggingface/datasets/pulls/3641", "html_url": "https://github.com/huggingface/datasets/pull/3641", "diff_url": "https://github.com/huggingface/datasets/pull/3641.diff", "patch_url": "https://github.com/huggingface/datasets/pull/3641.patch", "merged_at": 1643307367000}, "is_pull_request": true}
{"text": "= Valkyria Chronicles III = Senj<unk> no Valkyria 3: Unrecorded Chronicles (Japanese: <unk>3, lit. Valkyria of the Battlefield 3), commonly referred to as Valkyria Chronicles III outside", "input_ids": [3274, 3833, 3781, 52, 23, 9, 26143, 7, 6289, 3274, 4892, 354, 2, 150, 3833, 3781, 52, 23, 9, 220, 10, 597, 60, 7621, 15, 26, 26143, 7, 41, 683, 9750, 1496, 15, 10, 3, 2, 6355, 4996, 5, 3833, 3781, 52, 23, 9, 13, 8, 10141, 1846, 220, 201, 5871, 3, 4822, 12, 38, 3833, 3781, 52, 23, 9, 26143, 7, 6289, 1067], "idx": "0_0", "bert_input_ids": [101, 1027, 11748, 4801, 4360, 11906, 3523, 1027, 12411, 3501, 1026, 4895, 2243, 1028, 2053, 11748, 4801, 4360, 1017, 1024, 4895, 2890, 27108, 5732, 11906, 1006, 2887, 1024, 1026, 4895, 2243, 1028, 1017, 1010, 5507, 1012, 11748, 4801, 4360, 1997, 1996, 11686, 1017, 1007, 1010, 4141, 3615, 2000, 2004, 11748, 4801, 4360, 11906, 3523, 2648, 102, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "bert_attention_mask": [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "neighbors": {"chunks": [{"distance": 0.0, "nid": "0_0"}, {"distance": 17.8551025390625, "nid": "0_63"}, {"distance": 18.489215850830078, "nid": "14937_0"}, {"distance": 18.537582397460938, "nid": "2214_36"}, {"distance": 18.62754249572754, "nid": "3134_118"}, {"distance": 19.243576049804688, "nid": "23649_4"}, {"distance": 19.427776336669922, "nid": "4079_0"}, {"distance": 19.814449310302734, "nid": "27291_0"}, {"distance": 20.113792419433594, "nid": "21087_0"}, {"distance": 20.21817398071289, "nid": "16121_0"}], "idx": "0_0"}}
{"text": "Japan, is a tactical role-playing video game developed by Sega and Media.Vision for the PlayStation Portable. Released in January 2011 in Japan, it is the third game in the Valkyria series. Employing the same fusion of tactical and real-time gameplay as its predecessors", "input_ids": [3411, 6, 19, 3, 9, 24200, 1075, 18, 4895, 53, 671, 467, 1597, 57, 15696, 9, 11, 3159, 5, 31535, 21, 8, 21895, 21632, 5, 13048, 26, 16, 1762, 2722, 16, 3411, 6, 34, 19, 8, 1025, 467, 16, 8, 3833, 3781, 52, 23, 9, 939, 5, 19631, 53, 8, 337, 3, 7316, 13, 24200, 11, 490, 18, 715, 20505, 38, 165, 21654, 7], "idx": "0_1", "bert_input_ids": [101, 2900, 1010, 2003, 1037, 8608, 2535, 1011, 2652, 2678, 2208, 2764, 2011, 16562, 1998, 2865, 1012, 4432, 2005, 1996, 9160, 12109, 1012, 2207, 1999, 2254, 2249, 1999, 2900, 1010, 2009, 2003, 1996, 2353, 2208, 1999, 1996, 11748, 4801, 4360, 2186, 1012, 15440, 1996, 2168, 10077, 1997, 8608, 1998, 2613, 1011, 2051, 11247, 2004, 2049, 16372, 102, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "bert_attention_mask": [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "neighbors": {"chunks": [{"distance": 0.0, "nid": "0_1"}, {"distance": 8.15902042388916, "nid": "11593_19"}, {"distance": 10.106959342956543, "nid": "12865_0"}, {"distance": 10.218914031982422, "nid": "19871_0"}, {"distance": 10.246405601501465, "nid": "23649_1"}, {"distance": 10.796027183532715, "nid": "22003_0"}, {"distance": 10.863424301147461, "nid": "7113_1"}, {"distance": 11.05379867553711, "nid": "23174_1"}, {"distance": 11.14118480682373, "nid": "2767_0"}, {"distance": 11.443889617919922, "nid": "25065_0"}], "idx": "0_1"}}
{"text": ", the story runs parallel to the first game and follows the \"Nameless\", a penal military unit serving the nation of Gallia during the Second Europan War who perform secret black operations and are pitted against the Imperial unit \"Calamaty Raven\". The game began development in 2010, carrying over a", "input_ids": [6, 8, 733, 3154, 8449, 12, 8, 166, 467, 11, 6963, 8, 96, 23954, 924, 1686, 3, 9, 12299, 2716, 1745, 3122, 8, 2982, 13, 10987, 23, 9, 383, 8, 5212, 5578, 29, 1602, 113, 1912, 2829, 1001, 2673, 11, 33, 7688, 1054, 581, 8, 21268, 1745, 96, 14318, 9, 3357, 63, 20744, 1280, 37, 467, 1553, 606, 16, 8693, 6771, 147, 3, 9], "idx": "0_2", "bert_input_ids": [101, 1010, 1996, 2466, 3216, 5903, 2000, 1996, 2034, 2208, 1998, 4076, 1996, 1000, 2171, 3238, 1000, 1010, 1037, 18476, 2510, 3131, 3529, 1996, 3842, 1997, 26033, 2401, 2076, 1996, 2117, 12124, 2078, 2162, 2040, 4685, 3595, 2304, 3136, 1998, 2024, 25895, 2114, 1996, 4461, 3131, 1000, 10250, 8067, 3723, 10000, 1000, 1012, 1996, 2208, 2211, 2458, 1999, 2230, 1010, 4755, 2058, 1037, 102, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "bert_attention_mask": [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "neighbors": {"chunks": [{"distance": 0.0, "nid": "0_2"}, {"distance": 13.004364967346191, "nid": "28801_64"}, {"distance": 13.380417823791504, "nid": "29073_6"}, {"distance": 14.506299018859863, "nid": "7691_21"}, {"distance": 14.520837783813477, "nid": "10346_2"}, {"distance": 14.5348539352417, "nid": "26969_2"}, {"distance": 14.582610130310059, "nid": "24588_22"}, {"distance": 14.599172592163086, "nid": "15051_0"}, {"distance": 14.599172592163086, "nid": "3794_0"}, {"distance": 14.983884811401367, "nid": "5885_1"}], "idx": "0_2"}}
{"text": "large portion of the work done on Valkyria Chronicles II. While it retained the standard features of the series, it also underwent multiple adjustments, such as making the game more forgiving for series newcomers. Character designer Raita Honjou and composer Hitoshi Sakimoto both returned", "input_ids": [508, 4149, 13, 8, 161, 612, 30, 3833, 3781, 52, 23, 9, 26143, 7, 2466, 5, 818, 34, 19346, 8, 1068, 753, 13, 8, 939, 6, 34, 92, 365, 16103, 1317, 14346, 6, 224, 38, 492, 8, 467, 72, 21, 14259, 21, 939, 126, 287, 277, 5, 20087, 4378, 13016, 17, 9, 11772, 8921, 11, 13075, 11436, 32, 5605, 23499, 23, 11188, 321, 3666], "idx": "0_3", "bert_input_ids": [101, 2312, 4664, 1997, 1996, 2147, 2589, 2006, 11748, 4801, 4360, 11906, 2462, 1012, 2096, 2009, 6025, 1996, 3115, 2838, 1997, 1996, 2186, 1010, 2009, 2036, 9601, 3674, 24081, 1010, 2107, 2004, 2437, 1996, 2208, 2062, 2005, 23795, 2005, 2186, 24159, 1012, 2839, 5859, 15547, 2696, 10189, 23099, 1998, 4543, 2718, 24303, 7842, 21138, 11439, 2119, 2513, 102, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "bert_attention_mask": [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "neighbors": {"chunks": [{"distance": 0.0, "nid": "0_3"}, {"distance": 10.331735610961914, "nid": "8299_5"}, {"distance": 11.109955787658691, "nid": "0_34"}, {"distance": 11.206531524658203, "nid": "19691_2"}, {"distance": 11.740219116210938, "nid": "8262_45"}, {"distance": 12.19339656829834, "nid": "11948_90"}, {"distance": 12.20882511138916, "nid": "587_46"}, {"distance": 12.329802513122559, "nid": "15148_42"}, {"distance": 12.39875602722168, "nid": "14937_6"}, {"distance": 12.442957878112793, "nid": "0_38"}], "idx": "0_3"}}
{"text": "from previous entries, along with Valkyria Chronicles II director Takeshi Ozawa. A large team of writers handled the script. The game's opening theme was sung by May'n. It met with positive sales in Japan, and was praised by both Japanese and western critics.", "input_ids": [45, 1767, 10066, 6, 590, 28, 3833, 3781, 52, 23, 9, 26143, 7, 2466, 2090, 2321, 5605, 15546, 7396, 5, 71, 508, 372, 13, 5943, 10298, 8, 4943, 5, 37, 467, 31, 7, 2101, 3800, 47, 3, 7, 425, 57, 932, 31, 29, 5, 94, 1736, 28, 1465, 1085, 16, 3411, 6, 11, 47, 3, 24266, 57, 321, 4318, 11, 8282, 6800, 7, 5], "idx": "0_4", "bert_input_ids": [101, 2013, 3025, 10445, 1010, 2247, 2007, 11748, 4801, 4360, 11906, 2462, 2472, 3138, 4048, 11472, 10830, 1012, 1037, 2312, 2136, 1997, 4898, 8971, 1996, 5896, 1012, 1996, 2208, 1005, 1055, 3098, 4323, 2001, 7042, 2011, 2089, 1005, 1050, 1012, 2009, 2777, 2007, 3893, 4341, 1999, 2900, 1010, 1998, 2001, 5868, 2011, 2119, 2887, 1998, 2530, 4401, 1012, 102, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "bert_attention_mask": [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "neighbors": {"chunks": [{"distance": 0.0, "nid": "0_4"}, {"distance": 8.327011108398438, "nid": "14175_6"}, {"distance": 9.76952075958252, "nid": "23475_5"}, {"distance": 10.3530855178833, "nid": "9329_2"}, {"distance": 10.429271697998047, "nid": "13035_5"}, {"distance": 10.812638282775879, "nid": "25359_3"}, {"distance": 10.918148040771484, "nid": "15797_6"}, {"distance": 10.980095863342285, "nid": "7280_9"}, {"distance": 11.118556022644043, "nid": "15149_5"}, {"distance": 11.13691520690918, "nid": "4023_4"}], "idx": "0_4"}}
{"text": "After release, it received downloadable content, along with an expanded edition in November of that year. It was also adapted into manga and an original video animation series. Due to low sales of Valkyria Chronicles II, Valkyria Chronicles III was not localized, but a", "input_ids": [621, 1576, 6, 34, 1204, 3, 29170, 738, 6, 590, 28, 46, 8148, 4182, 16, 1671, 13, 24, 215, 5, 94, 47, 92, 3, 13842, 139, 20796, 11, 46, 926, 671, 9301, 939, 5, 6984, 12, 731, 1085, 13, 3833, 3781, 52, 23, 9, 26143, 7, 2466, 6, 3833, 3781, 52, 23, 9, 26143, 7, 6289, 47, 59, 415, 1601, 6, 68, 3, 9], "idx": "0_5", "bert_input_ids": [101, 2044, 2713, 1010, 2009, 2363, 26720, 4180, 1010, 2247, 2007, 2019, 4423, 3179, 1999, 2281, 1997, 2008, 2095, 1012, 2009, 2001, 2036, 5967, 2046, 8952, 1998, 2019, 2434, 2678, 7284, 2186, 1012, 2349, 2000, 2659, 4341, 1997, 11748, 4801, 4360, 11906, 2462, 1010, 11748, 4801, 4360, 11906, 3523, 2001, 2025, 22574, 1010, 2021, 1037, 102, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "bert_attention_mask": [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "neighbors": {"chunks": [{"distance": 0.0, "nid": "0_5"}, {"distance": 11.771930694580078, "nid": "2214_5"}, {"distance": 12.56122875213623, "nid": "21950_100"}, {"distance": 13.034529685974121, "nid": "1195_12"}, {"distance": 13.097692489624023, "nid": "1195_17"}, {"distance": 13.290006637573242, "nid": "4863_62"}, {"distance": 13.350494384765625, "nid": "2214_6"}, {"distance": 13.432113647460938, "nid": "18875_113"}, {"distance": 13.540369033813477, "nid": "1195_28"}, {"distance": 13.567130088806152, "nid": "4235_3"}], "idx": "0_5"}}
{"text": "fan translation compatible with the game's expanded edition was released in 2014. Media.Vision would return to the franchise with the development of Valkyria: Azure Revolution for the PlayStation 4. = = Gameplay = = As with previous Valkyira Chronicles games, Valkyria Chronicles III", "input_ids": [1819, 7314, 7441, 28, 8, 467, 31, 7, 8148, 4182, 47, 1883, 16, 5832, 3159, 5, 31535, 133, 1205, 12, 8, 7884, 28, 8, 606, 13, 3833, 3781, 52, 23, 9, 10, 21808, 12197, 21, 8, 21895, 2853, 3274, 3274, 4435, 4895, 3274, 3274, 282, 28, 1767, 3833, 3781, 23, 52, 9, 26143, 7, 1031, 6, 3833, 3781, 52, 23, 9, 26143, 7, 6289], "idx": "0_6", "bert_input_ids": [101, 5470, 5449, 11892, 2007, 1996, 2208, 1005, 1055, 4423, 3179, 2001, 2207, 1999, 2297, 1012, 2865, 1012, 4432, 2052, 2709, 2000, 1996, 6329, 2007, 1996, 2458, 1997, 11748, 4801, 4360, 1024, 24296, 4329, 2005, 1996, 9160, 1018, 1012, 1027, 1027, 11247, 1027, 1027, 2004, 2007, 3025, 11748, 4801, 7895, 11906, 2399, 1010, 11748, 4801, 4360, 11906, 3523, 102, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "bert_attention_mask": [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "neighbors": {"chunks": [{"distance": 0.0, "nid": "0_6"}, {"distance": 8.814216613769531, "nid": "0_62"}, {"distance": 8.898114204406738, "nid": "2214_6"}, {"distance": 11.698732376098633, "nid": "16030_22"}, {"distance": 11.894885063171387, "nid": "4235_68"}, {"distance": 12.262103080749512, "nid": "26639_7"}, {"distance": 12.430142402648926, "nid": "25656_4"}, {"distance": 12.563586235046387, "nid": "16147_8"}, {"distance": 12.785292625427246, "nid": "2767_154"}, {"distance": 13.183581352233887, "nid": "17107_76"}], "idx": "0_6"}}
{"text": "is a tactical role-playing game where players take control of a military unit and take part in missions against enemy forces. Stories are told through comic book-like panels with animated character portraits, with characters speaking partially through voiced speech bubbles and partially through unvoiced text. The player progresse", "input_ids": [19, 3, 9, 24200, 1075, 18, 4895, 53, 467, 213, 1508, 240, 610, 13, 3, 9, 2716, 1745, 11, 240, 294, 16, 14004, 581, 10101, 3859, 5, 20406, 33, 1219, 190, 7967, 484, 18, 2376, 7065, 28, 16822, 1848, 7956, 7, 6, 28, 2850, 4461, 14610, 190, 2249, 26, 5023, 11144, 7, 11, 14610, 190, 73, 23235, 26, 1499, 5, 37, 1959, 2188, 15], "idx": "0_7", "bert_input_ids": [101, 2003, 1037, 8608, 2535, 1011, 2652, 2208, 2073, 2867, 2202, 2491, 1997, 1037, 2510, 3131, 1998, 2202, 2112, 1999, 6416, 2114, 4099, 2749, 1012, 3441, 2024, 2409, 2083, 5021, 2338, 1011, 2066, 9320, 2007, 6579, 2839, 9668, 1010, 2007, 3494, 4092, 6822, 2083, 6126, 4613, 17255, 1998, 6822, 2083, 4895, 6767, 6610, 2094, 3793, 1012, 1996, 2447, 5082, 2063, 102, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "bert_attention_mask": [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "neighbors": {"chunks": [{"distance": 0.0, "nid": "0_7"}, {"distance": 12.911542892456055, "nid": "2214_9"}, {"distance": 13.247105598449707, "nid": "13322_13"}, {"distance": 13.395169258117676, "nid": "4673_2"}, {"distance": 13.490837097167969, "nid": "19154_6"}, {"distance": 14.100217819213867, "nid": "9486_7"}, {"distance": 14.22469711303711, "nid": "9777_11"}, {"distance": 14.229594230651855, "nid": "27849_3"}, {"distance": 14.242807388305664, "nid": "2203_21"}, {"distance": 14.399201393127441, "nid": "2214_11"}], "idx": "0_7"}}