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"Rule 7.01 (FRCP 47, FRCRP 6) Jurors and Juries.",
"(A) Jury Lists.",
"Unless otherwise ordered, no counsel or party may view a petit jury list except during",
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"their jury lists to the deputy clerk at the conclusion of voir dire.",
"(B) Communication with Jurors.",
"(1) Petit Jurors.",
"Petit jurors shall not be required to provide any information concerning any action",
"of the petit jury, unless ordered to do so by the Court. Attorneys and parties to an action shall",
"not initiate, directly or indirectly, communication with any petit juror, relative, friend or",
"associate thereof at any time concerning the action, except with leave of Court. If an attorney or",
"party receives evidence of misconduct by a petit juror, the attorney or party shall inform the",
"Court, and the Court may conduct an investigation to establish the accuracy of the misconduct",
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"(2) Grand Jurors.",
"Grand jurors shall not communicate with anyone except a judge, the Attorney",
"General of the United States, the United States Attorney, or their assistants, concerning any",
"matter before the grand jury. No one shall communicate with a grand juror concerning any",
"matter before the grand jury except a judge, the Attorney General of the United States, the",
"United States Attorney, or their assistants.",
"(Amended July 10, 2006, effective August 28, 2006)"
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"text": [
"Rule",
"7.01",
"(FRCP",
"47,",
"FRCRP",
"6)",
"Jurors",
"and",
"Juries.",
"(A)",
"Jury",
"Lists.",
"Unless",
"otherwise",
"ordered,",
"no",
"counsel",
"or",
"party",
"may",
"view",
"a",
"petit",
"jury",
"list",
"except",
"during",
"voir",
"dire,",
"after",
"the",
"panel",
"has",
"been",
"called",
"into",
"the",
"courtroom.",
"Counsel",
"and",
"the",
"parties",
"shall",
"return",
"their",
"jury",
"lists",
"to",
"the",
"deputy",
"clerk",
"at",
"the",
"conclusion",
"of",
"voir",
"dire.",
"(B)",
"Communication",
"with",
"Jurors.",
"(1)",
"Petit",
"Jurors.",
"Petit",
"jurors",
"shall",
"not",
"be",
"required",
"to",
"provide",
"any",
"information",
"concerning",
"any",
"action",
"of",
"the",
"petit",
"jury,",
"unless",
"ordered",
"to",
"do",
"so",
"by",
"the",
"Court.",
"Attorneys",
"and",
"parties",
"to",
"an",
"action",
"shall",
"not",
"initiate,",
"directly",
"or",
"indirectly,",
"communication",
"with",
"any",
"petit",
"juror,",
"relative,",
"friend",
"or",
"associate",
"thereof",
"at",
"any",
"time",
"concerning",
"the",
"action,",
"except",
"with",
"leave",
"of",
"Court.",
"If",
"an",
"attorney",
"or",
"party",
"receives",
"evidence",
"of",
"misconduct",
"by",
"a",
"petit",
"juror,",
"the",
"attorney",
"or",
"party",
"shall",
"inform",
"the",
"Court,",
"and",
"the",
"Court",
"may",
"conduct",
"an",
"investigation",
"to",
"establish",
"the",
"accuracy",
"of",
"the",
"misconduct",
"allegations.",
"(2)",
"Grand",
"Jurors.",
"Grand",
"jurors",
"shall",
"not",
"communicate",
"with",
"anyone",
"except",
"a",
"judge,",
"the",
"Attorney",
"General",
"of",
"the",
"United",
"States,",
"the",
"United",
"States",
"Attorney,",
"or",
"their",
"assistants,",
"concerning",
"any",
"matter",
"before",
"the",
"grand",
"jury.",
"No",
"one",
"shall",
"communicate",
"with",
"a",
"grand",
"juror",
"concerning",
"any",
"matter",
"before",
"the",
"grand",
"jury",
"except",
"a",
"judge,",
"the",
"Attorney",
"General",
"of",
"the",
"United",
"States,",
"the",
"United",
"States",
"Attorney,",
"or",
"their",
"assistants.",
"(Amended",
"July",
"10,",
"2006,",
"effective",
"August",
"28,",
"2006)"
]
}
} | complex | en |
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"PHILIPPINE HEALTH",
"Citystate",
"Call Center",
"End Stage Renal Disease",
"Patient's Name",
"Date of KT",
"Present Medications",
"¨ cyclosporin _____ mg",
"Brand name:",
"¨ mycophenolate mofetil 500 mg",
"Brand name:",
"¨ mycophenolate sodium 360 mg",
"Brand name:",
"¨ tacrolimus 1 mg",
"Brand name:",
"¨ everolimus 0.25 mg",
"Brand name:",
"¨ sirolimus 1 mg",
"Brand name:",
"¨ prednisone _____ mg",
"Brand name:",
"¨ azathioprine 50 mg",
"Brand name:",
"Revised as of October 2015",
"teamphilhealth www.facebook.com/PhilHealth",
"Republic of the Philippines",
"INSURANCE CORPORATION",
"Centre, 709 Shaw Boulevard, Pasig City",
"(02) 441-7442 Trunkline (02) 441-7444",
"www.philhealth.gov.ph",
"IMMUNOSUPPRESSIVE MEDICATIONS",
"requiring Kidney Transplantation (Low Risk)",
"Attachment to Tranche 2",
"Date:",
"Age Sex",
"in the AM _____ mg in the PM",
"25 mg tab",
"100 mg tab",
"_____ tabs _____ times a day",
"_____ tabs _____ times a day",
"_____ tabs _____ times a day",
"_____ tabs _____ times a day",
"_____ tabs _____ times a day",
"_____ tabs _____ times a day",
"_____ tabs _____ times a day",
"Attending Physician",
"License No.",
"Page 2 of 2 of Annex C2 – KT",
"[email protected] www.youtube.com/teamphilhealth"
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"Answers",
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"See",
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"You",
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"have",
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"the country. economics and business professionals to »» Economists and career objectives, both within DPI, and",
"identify emerging markets, engage with »» Financial Officers A scholarship from the Sheep Cooperative industry. It also provides an opportunity to",
"local, national and international customers, »» Business Analysts Research Centre (CRC) provided the make a significant contribution to improving",
"trade commodities and conduct economic »» International Engagement Officers. opportunity to pursue my PhD in animal the productivity of agriculture in Australia.",
"analysis for industry.",
"genetics at the University of New England.",
"After completing the PhD I continued work There are endless employment opportunities",
"Over the page, see the story of with the Sheep CRC before starting at Charles in our primary industries regardless of your",
"Fay Haynes, DPI Senior Project Sturt University as a lecturer in statistics and qualifications and experience. Likewise",
"Officer, International Engagement. agribusiness systems. During this period my a successful background working in our",
"interest grew in international trade.",
"primary industries sector can lead to many [email protected]",
"other exciting and unexpected career www.dpi.nsw.gov.au",
"pathways.",
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"There",
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"so",
"many",
"career",
"opportunities",
"for",
"students",
"and",
"young",
"people",
"in",
"agriculture.",
"“",
"Dare",
"to",
"dream.",
"You",
"never",
"know",
"what",
"opportunities",
"will",
"present",
"themselves.",
"“",
"Dr",
"Fay",
"Haynes",
"Senior",
"Project",
"Officer,",
"International",
"Engagement",
"Growing",
"up",
"in",
"Clifton,",
"a",
"small",
"country",
"My",
"role",
"now",
"is",
"Senior",
"Project",
"Officer,",
"town",
"on",
"the",
"Queensland",
"Darling",
"Downs,",
"I",
"International",
"Engagement",
"with",
"DPI,",
"working",
"acquired",
"a",
"strong",
"interest",
"in",
"agriculture",
"at",
"with",
"agricultural",
"industries",
"to",
"support",
"high",
"school.",
"After",
"completing",
"a",
"Bachelor",
"their",
"activities",
"for",
"export",
"and/or",
"foreign",
"of",
"Science",
"(Animal",
"Production)",
"at",
"the",
"investment",
"trade",
"opportunities.",
"University",
"of",
"Queensland",
"Gatton",
"Agricultural",
"I",
"provide",
"technical",
"research",
"and",
"College,",
"I",
"moved",
"to",
"the",
"St",
"Lucia",
"Campus",
"of",
"development",
"expertise",
"to",
"the",
"agriculture",
"the",
"university",
"to",
"undertake",
"an",
"honours",
"year.",
"industry",
"to",
"gain",
"market",
"access",
"and",
"My",
"career",
"started",
"in",
"the",
"cotton",
"industry",
"participate",
"in",
"international",
"trade",
"missions.",
"Economics",
"&",
"Business",
"Careers",
"in",
"Primary",
"Industries",
"»",
"where",
"I",
"worked",
"for",
"a",
"large",
"cotton",
"grower",
"My",
"portfolio",
"includes",
"horticulture,",
"fibres",
"and",
"and",
"merchant.",
"An",
"interest",
"in",
"animal",
"animal",
"genetics;",
"while",
"DPI",
"team",
"members",
"nutrition",
"led",
"to",
"a",
"position",
"with",
"a",
"beef",
"work",
"with",
"other",
"industries.",
"nutrition",
"company,",
"which",
"involved",
"working",
"To",
"remain",
"a",
"world",
"leader",
"in",
"agricultural",
"Economics",
"and",
"business",
"careers",
"with",
"NSW",
"I",
"love",
"my",
"job",
"as",
"it",
"requires",
"interacting",
"with",
"a",
"with",
"beef",
"and",
"dairy",
"producers",
"throughout",
"Department",
"of",
"Primary",
"Industries",
"(DPI)",
"include:",
"growth",
"and",
"development,",
"we",
"need",
"huge",
"range",
"of",
"people",
"with",
"similar",
"interests",
"the",
"country.",
"economics",
"and",
"business",
"professionals",
"to",
"»»",
"Economists",
"and",
"career",
"objectives,",
"both",
"within",
"DPI,",
"and",
"identify",
"emerging",
"markets,",
"engage",
"with",
"»»",
"Financial",
"Officers",
"A",
"scholarship",
"from",
"the",
"Sheep",
"Cooperative",
"industry.",
"It",
"also",
"provides",
"an",
"opportunity",
"to",
"local,",
"national",
"and",
"international",
"customers,",
"»»",
"Business",
"Analysts",
"Research",
"Centre",
"(CRC)",
"provided",
"the",
"make",
"a",
"significant",
"contribution",
"to",
"improving",
"trade",
"commodities",
"and",
"conduct",
"economic",
"»»",
"International",
"Engagement",
"Officers.",
"opportunity",
"to",
"pursue",
"my",
"PhD",
"in",
"animal",
"the",
"productivity",
"of",
"agriculture",
"in",
"Australia.",
"analysis",
"for",
"industry.",
"genetics",
"at",
"the",
"University",
"of",
"New",
"England.",
"After",
"completing",
"the",
"PhD",
"I",
"continued",
"work",
"There",
"are",
"endless",
"employment",
"opportunities",
"Over",
"the",
"page,",
"see",
"the",
"story",
"of",
"with",
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"AMENITIIES",
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"details",
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"G.I.A.",
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"24",
"28",
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"Tenant",
"Act",
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"RENTAL",
"£39,750",
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"Will",
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"V.A.T.",
"RENT",
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"BUSINESS",
"RATES",
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"1st",
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"SERVICE",
"CHARGE",
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"Charge.",
"LEGAL",
"COSTS",
"Each",
"party",
"to",
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"responsible",
"for",
"payment",
"their",
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"costs.",
"VIEWING",
"By",
"prior",
"arrangement",
"via",
"sole",
"agent:",
"-",
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"application profile",
"Breweries // Ringnes",
"Overall plant automation",
"When relocating its brewery plant, Ringnes AS the wort preparation and fermentation",
"took the opportunity to automate the overall processes, leading to production delays. Plant",
"INFO",
"brewing process completely. Within a very short operators additionally had to work with different",
"space of time, a new system has been installed surfaces. This was another reason why Ringnes",
"which replaced the former stand-alone solutions Brewery made a decision in favour of overall",
"and provided reliable data exchange between automation for the whole brewing process, in",
"individual plant units. order to avoid productivity looses and be sure of",
"high-quality beer in the long term. The existing",
"The Norwegian beer market is small but geared stand-alone solutions were to be controlled by",
"towards the discerning customers, 2.2 million hl an innovative system extending over the whole",
"of beer are produced annually, beer consumpti- brewing process.",
"on is 51 l per capita, the lowest in Europe. Ringnes AS Company:",
"Ringnes, with a market share of about 60%, is Promaxx GmbH & Co. KG, the joint venture Breweries Sector:",
"one of the leading producers of beer, water and company of Huppmann Group and ProLeiT AG",
"Oslo Location:",
"soft drinks. Eight beer types ar brewed in several was re-sponsible for automation and process",
"Norway Country: domestic brewery plants. Ringnes, Lysholmer visualization of the whole brewing plant. It",
"and Munkholm are the three top brands. Ringnes supplied all the process control software and",
"was taken over by the Danish Carlsberg group in hardware for the brewhouse and malt handling",
"1993 and brews and sells the well-known areas as well as the system software brewmaxx",
"Carlsberg brand in Norway. in Norway. In cooperation with ProLeiT, all appli-",
"cation software for the hot and cold wort sections The newly automated brewhouse plant was",
"Ringnes relocated the whole brewery from a was developed and commissioned. brewmaxx is a actually commissioned after a two-week break.",
"city centre site to a new location for reasons of com-prehensive component-based In the subsequent adaptation process, additional",
"logistics. The decision was based on providing process control system with plant-encompassing vessels supplied later were integrated in terms of",
"improved delivery routes for suppliers as well as information management based on Windows NT software in the ongoing process. In the",
"bringing production and filling together. Ringnes and MS SQL server. As the control is of modular beginning, only two, and not all sensors had",
"took relocation as an opportunity to make design and ist extendable, it is particularly suited been connected. ProLeiT AG stayed with the",
"considerable investments in its brewery plant: for replacement and upgrading projects such as step-wise commissioning of the whole brewery",
"The new brewhouse e.g. was equipped with a the Ringnes one. The system archives plant. Ringnes AS has now five controllers,",
"new milling plant of the MILLSTARTM type and a production data centrally and can therefore type S7/400. Bus connection is via 100 mBits",
"lauter tun. respond to a later MES request easily. MS Visual Ethernet with TCP/IP protocol. The central server",
"Basic is used for visualising process pictures. is equipped with eight hard discs and serves",
"Huppmann of Kitzingen/Germany supplied the The visualisation controls - activeX components ten workstations as well as two industrial PC‘s.",
"brewhouse and malt handling plants as well as developed by ProLeiT as object classes - are this arrangement allows area-wide operation",
"the control hardware. The 24 fermenters in the connected in the process pictures directly with of plants from various operator locations. In",
"fermenting room were relocated and another 10 data points in the progammable logic controllers addition, process control had to be designed",
"tanks added. A propagation plant supplied by (PLC‘s). As each of these classes has predefined in such a way as to allow the highest possible",
"Essau & Hueber, filtration in co-operation with characteristics and functions, the brewery itself degree of flexibility, also in terms of plant usage.",
"Seitz-Schenk, Carbosets as well as CIP plants is in a position to perform changes using The flexible transfer program for the fermenting",
"were also new additions. The Landteckknik and parameterisation without having to program. room provides the brewery with an opportunity",
"Alfa Laval companies supplied the equipment to make optimal use of the plant. Yeast addition",
"for the fermenting room, the storage and yeast One of the main challendges was to implement the and downstream secondary fermentation in the",
"cellars, the CIP plants for automatic tank and project in the very short space of time available. storage cellar can be performed in various steps",
"pice cleaning as well as the whole electronics, The major part of the brewhouse had to be and combinations. This ist a further improvement",
"pneumatics and switchgear. installed within two weeks. because this was in flexibility of fermenting room and storage",
"the maximum period acceptable between the cellar utilisation. The new control software thus",
"Before the move, individual systems solutions last brew in the city centre brewery and the first increasees the options inherent in such a",
"were used to control existing units. The inter- brew at the new site. About three months were complex fermentation plant.",
"faces were prone to repeated upsets affecting envisaged for project engineering.",
"1 /2"
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"exchange",
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"plant",
"units.",
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"productivity",
"looses",
"and",
"be",
"sure",
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"customers,",
"2.2",
"million",
"hl",
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"system",
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"the",
"whole",
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"are",
"produced",
"annually,",
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"consumpti-",
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"process.",
"on",
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"51",
"l",
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"capita,",
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"Ringnes",
"AS",
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"water",
"and",
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"AG",
"Oslo",
"Location:",
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"was",
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"and",
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"Country:",
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"Lysholmer",
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"whole",
"brewing",
"plant.",
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"control",
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"all",
"appli-",
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"as",
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"management",
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"NT",
"software",
"in",
"the",
"ongoing",
"process.",
"In",
"the",
"bringing",
"production",
"and",
"filling",
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"Ringnes",
"and",
"MS",
"SQL",
"server.",
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"the",
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"of",
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"beginning,",
"only",
"two,",
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"not",
"all",
"sensors",
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"an",
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"design",
"and",
"ist",
"extendable,",
"it",
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"been",
"connected.",
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"AG",
"stayed",
"with",
"the",
"considerable",
"investments",
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"brewery",
"plant:",
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"upgrading",
"projects",
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"commissioning",
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"e.g.",
"was",
"equipped",
"with",
"a",
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"one.",
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"system",
"archives",
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"Ringnes",
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"five",
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"a",
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"100",
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"used",
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"process",
"pictures.",
"is",
"equipped",
"with",
"eight",
"hard",
"discs",
"and",
"serves",
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"of",
"Kitzingen/Germany",
"supplied",
"the",
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"controls",
"-",
"activeX",
"components",
"ten",
"workstations",
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"well",
"as",
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"PC‘s.",
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"as",
"object",
"classes",
"-",
"are",
"this",
"arrangement",
"allows",
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"operation",
"the",
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"hardware.",
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"24",
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"the",
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"in",
"the",
"process",
"pictures",
"directly",
"with",
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"from",
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"10",
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"controllers",
"addition,",
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"control",
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"(PLC‘s).",
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"1",
"/2"
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}
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"Former Vice President AIBEA C-52, Manish Complex,",
"P. S. Sundaresan,",
"09686301983 H L Parwana 10 Convent",
"Road,",
"080 49500743 Bangalore-560025",
"NEW E-MAIL – [email protected]",
"DATE: 01.04.2021",
"D I A M O N D",
"The General Secretary, AIBEA, Com. C H Venkatachalam always used to",
"hail Com. H L Parwana as DIAMOND of AIBEA.",
"Diamond is not only a sparking, scintillating, splendorous metal, it also",
"lasts forever, for it cannot be melted.",
"There is a saying “Diamond is forever”, yes, Com. C H Venkatachalam is",
"right. The memory of Com. H L Parwana and his inimitable services to",
"AIBEA cannot be forgotten, but will always, forever, remain in our",
"memory like a Diamond, lasts forever.",
"Just when AIBEA comrades, will starts celebrating Platinum Jubilee of",
"AIBEA on 20th April, remember also, that earlier, in the year 1975, on",
"18th April, this precious jewel passed away, at an young age of 52 years,",
"emaciated, tired, fatigued, facing his 3rd Heart Attack at Delhi. Though",
"his mortal soils were consumed by the pitiless fire, the fiery spirit he",
"kindled in the hearts of thousands of comrades, all our India continues",
"to rage even now, after 46 years.",
"Many Biographies and Anecdotes have been written about him by",
"several comrades. The story of his life is well known.",
"Just two instances, I recall here. When he was around 40 years old, he",
"was asked as to why he is not thinking about his marriage, he replied.",
"I know I am due to marry. But I realised as to how much, the young girl,",
"will dream of her married life. A small house, few clothes, little",
"jewellery, materials for food and living, bringing up her children and",
"expecting her husband to go to office at 10.00 AM and return around",
"6.00 PM. And once in a way, going out with him. Tell me comrades,",
"from where are the resources, for me, to fulfil all these natural",
"ambitions of a girl, whom, I am supposed to marry."
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"text": [
"Former",
"Vice",
"President",
"AIBEA",
"C-52,",
"Manish",
"Complex,",
"P.",
"S.",
"Sundaresan,",
"09686301983",
"H",
"L",
"Parwana",
"10",
"Convent",
"Road,",
"080",
"49500743",
"Bangalore-560025",
"NEW",
"E-MAIL",
"–",
"[email protected]",
"DATE:",
"01.04.2021",
"D",
"I",
"A",
"M",
"O",
"N",
"D",
"The",
"General",
"Secretary,",
"AIBEA,",
"Com.",
"C",
"H",
"Venkatachalam",
"always",
"used",
"to",
"hail",
"Com.",
"H",
"L",
"Parwana",
"as",
"DIAMOND",
"of",
"AIBEA.",
"Diamond",
"is",
"not",
"only",
"a",
"sparking,",
"scintillating,",
"splendorous",
"metal,",
"it",
"also",
"lasts",
"forever,",
"for",
"it",
"cannot",
"be",
"melted.",
"There",
"is",
"a",
"saying",
"“Diamond",
"is",
"forever”,",
"yes,",
"Com.",
"C",
"H",
"Venkatachalam",
"is",
"right.",
"The",
"memory",
"of",
"Com.",
"H",
"L",
"Parwana",
"and",
"his",
"inimitable",
"services",
"to",
"AIBEA",
"cannot",
"be",
"forgotten,",
"but",
"will",
"always,",
"forever,",
"remain",
"in",
"our",
"memory",
"like",
"a",
"Diamond,",
"lasts",
"forever.",
"Just",
"when",
"AIBEA",
"comrades,",
"will",
"starts",
"celebrating",
"Platinum",
"Jubilee",
"of",
"AIBEA",
"on",
"20th",
"April,",
"remember",
"also,",
"that",
"earlier,",
"in",
"the",
"year",
"1975,",
"on",
"18th",
"April,",
"this",
"precious",
"jewel",
"passed",
"away,",
"at",
"an",
"young",
"age",
"of",
"52",
"years,",
"emaciated,",
"tired,",
"fatigued,",
"facing",
"his",
"3rd",
"Heart",
"Attack",
"at",
"Delhi.",
"Though",
"his",
"mortal",
"soils",
"were",
"consumed",
"by",
"the",
"pitiless",
"fire,",
"the",
"fiery",
"spirit",
"he",
"kindled",
"in",
"the",
"hearts",
"of",
"thousands",
"of",
"comrades,",
"all",
"our",
"India",
"continues",
"to",
"rage",
"even",
"now,",
"after",
"46",
"years.",
"Many",
"Biographies",
"and",
"Anecdotes",
"have",
"been",
"written",
"about",
"him",
"by",
"several",
"comrades.",
"The",
"story",
"of",
"his",
"life",
"is",
"well",
"known.",
"Just",
"two",
"instances,",
"I",
"recall",
"here.",
"When",
"he",
"was",
"around",
"40",
"years",
"old,",
"he",
"was",
"asked",
"as",
"to",
"why",
"he",
"is",
"not",
"thinking",
"about",
"his",
"marriage,",
"he",
"replied.",
"I",
"know",
"I",
"am",
"due",
"to",
"marry.",
"But",
"I",
"realised",
"as",
"to",
"how",
"much,",
"the",
"young",
"girl,",
"will",
"dream",
"of",
"her",
"married",
"life.",
"A",
"small",
"house,",
"few",
"clothes,",
"little",
"jewellery,",
"materials",
"for",
"food",
"and",
"living,",
"bringing",
"up",
"her",
"children",
"and",
"expecting",
"her",
"husband",
"to",
"go",
"to",
"office",
"at",
"10.00",
"AM",
"and",
"return",
"around",
"6.00",
"PM.",
"And",
"once",
"in",
"a",
"way,",
"going",
"out",
"with",
"him.",
"Tell",
"me",
"comrades,",
"from",
"where",
"are",
"the",
"resources,",
"for",
"me,",
"to",
"fulfil",
"all",
"these",
"natural",
"ambitions",
"of",
"a",
"girl,",
"whom,",
"I",
"am",
"supposed",
"to",
"marry."
]
}
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"www.cycling.org.uk",
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"an",
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"a",
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"guidance.",
"We",
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"this",
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"for",
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"offering",
"to",
"those",
"hubs,",
"extending",
"their",
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"in",
"to",
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"communities",
"and",
"improving",
"their",
"sustainability.",
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"ACA",
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"of",
"Charities",
"2.",
"Safeguarding,",
"preferably",
"with",
"knowledge",
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"HR,",
"Equality",
"and",
"Diversity",
"3.",
"Volunteering",
"or",
"who",
"currently",
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"our",
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"or",
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"a",
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"you",
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"",
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"training",
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"reimbursable",
"expenses",
"",
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"the",
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"the",
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"our",
"charity",
"",
"Develop",
"new",
"skills",
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"networks",
"",
"Improve",
"the",
"health",
"and",
"wellbeing",
"of",
"people",
"and",
"communities",
"The",
"expected",
"time",
"commitment",
"is",
"8",
"evening",
"Board",
"meetings",
"a",
"year",
"either",
"in",
"person",
"in",
"Warrington,",
"Cheshire",
"or",
"via",
"a",
"media",
"link,",
"and",
"some",
"additional",
"hours",
"per",
"month",
"on",
"special",
"projects",
"in",
"line",
"with",
"your",
"skills.",
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"form",
"can",
"be",
"downloaded",
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"the",
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"Projects",
"website",
"(link",
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"with:",
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"Charity",
"Commission",
"Declaration",
"form",
"•",
"HMRC",
"Fit",
"and",
"Proper",
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"A",
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"[email protected]",
"Deadline",
"for",
"applications:",
"28/05/21",
"Thank",
"you",
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"taking",
"the",
"time",
"to",
"complete",
"this",
"application.",
"Cycling",
"Projects",
"is",
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"to",
"protecting",
"and",
"respecting",
"the",
"personal",
"data",
"that",
"we",
"hold."
]
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"Feelings of difference may begin in early childhood; parents’ requests for accommodations for their children.",
"some individuals remember first feeling that something Lastly, since several pubertal changes are either",
"was “wrong” or out of sync between the body and mind irreversible or require surgery if the child is to “pass” as",
"as early as age three. Other children experience mind- the preferred gender, parents may feel rushed to act",
"body discord as late as age 12 or 13, prompted by without enough information.",
"unwanted physical changes during puberty.",
"Following initial feelings of gender dissonance,",
"Understanding Terms",
"transgender individuals typically experience a period",
"of identity confusion and exploration. This may be a Gender identity is our internal sense of being",
"time of excitement and struggle as the person seeks to a man, woman, or anywhere along the gender",
"develop a sense of true self while balancing feelings of continuum.",
"guilt and shame, pressures to conform, and the need for",
"secrecy. Sexuality and appearance become arenas for",
"Gender expression refers to the ways we",
"exploring gender identity. Individuals may adopt social",
"signal our gender to society: style and behaviors",
"modifications such as using cross-gender pronouns",
"that are perceived by those around us.",
"or gender-neutral names; other strategies include",
"immersion in transgender communities and disclosures",
"Transgender is an umbrella term for a range",
"about being transgender (Grossman & D’Augelli, 2006;",
"of behaviors, expressions, and identifications",
"Pardo, 2008).",
"challenging the binary sex system. The term",
"is also used as a way to identify cross-gender",
"Identity development is successful and complete when",
"individuals who are not seeking sex reassignment",
"the individual achieves a stable, healthy sense of self.",
"surgery (Lev, 2004).",
"Trans Youth: A Population at Risk?",
"Transsexual is the term used by the clinical",
"Many trans youth do successfully complete the passage",
"and medical communities specifically for people",
"to identity resolution. Many transsexuals, for example,",
"with cross-gender identifications who seek out",
"achieve healthy social adjustment and psychological",
"sex-reassignment surgery (SRS).",
"well-being post-transition (Cohen-Kettenis & Gooren,",
"1999). Nevertheless, discrimination, harassment,",
"Transition commonly refers to the often lengthy and fear of rejection may place trans youth at risk",
"period during which a person moves socially and developmentally, emotionally, socially, and physically",
"physically from one gender to another. (Grossman & D’Augelli, 2006).",
"Sixty percent of trans youth experience violent assaults",
"For help with terminology, visit (Moran & Sharpe, 2004) and 32% attempt suicide",
"(Fitzpatrick, Euton, Jones, & Schmidt, 2005). Parental Gender Spectrum Family’s Web site:",
"rejection leads to low self-esteem and negative self- http://www.genderspectrumfamily.org/",
"image (Bolin, 1988). Transgender youth are marginalized terminology.shtml",
"both in mainstream society and in lesbian, gay, bisexual",
"(LGB) social groups, compounding their risk. Fitzpatrick",
"and colleagues (2005) found that trans college students",
"reported 32% more hopelessness, suicidal ideations,",
"and suicide attempts than their non-trans LGB peers. Framing Transgender:",
"Reis and Saewyc (1999) reported that 80% of youth",
"Disorder vs. Health harassment originated in judgments about gender",
"Trans youth advocacy coalitions (e.g., TransYouth expression, regardless of sexual orientation.",
"Family Allies, YES Institute) propose that our rigid",
"binary framework for understanding gender is at the Trans youth are particularly at risk of discrimination",
"core of societal fear, misinformation, and the resulting and psychological maladjustment during the middle",
"violence and discrimination against trans youth. These and high school years (Cohen-Kettenis & Gooren,",
"groups suggest that if we transform our approach to 1999; Grossman & D’Augelli, 2006). During this time,",
"gender overall, we can create the environments and parents are often paralyzed by shame and are unable",
"connectedness that will allow gender and sexual minority to advocate for their own children. Schools and other",
"youth to move from risk to resilience. community institutions lack information and resist",
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"Feelings",
"of",
"difference",
"may",
"begin",
"in",
"early",
"childhood;",
"parents’",
"requests",
"for",
"accommodations",
"for",
"their",
"children.",
"some",
"individuals",
"remember",
"first",
"feeling",
"that",
"something",
"Lastly,",
"since",
"several",
"pubertal",
"changes",
"are",
"either",
"was",
"“wrong”",
"or",
"out",
"of",
"sync",
"between",
"the",
"body",
"and",
"mind",
"irreversible",
"or",
"require",
"surgery",
"if",
"the",
"child",
"is",
"to",
"“pass”",
"as",
"as",
"early",
"as",
"age",
"three.",
"Other",
"children",
"experience",
"mind-",
"the",
"preferred",
"gender,",
"parents",
"may",
"feel",
"rushed",
"to",
"act",
"body",
"discord",
"as",
"late",
"as",
"age",
"12",
"or",
"13,",
"prompted",
"by",
"without",
"enough",
"information.",
"unwanted",
"physical",
"changes",
"during",
"puberty.",
"Following",
"initial",
"feelings",
"of",
"gender",
"dissonance,",
"Understanding",
"Terms",
"transgender",
"individuals",
"typically",
"experience",
"a",
"period",
"of",
"identity",
"confusion",
"and",
"exploration.",
"This",
"may",
"be",
"a",
"Gender",
"identity",
"is",
"our",
"internal",
"sense",
"of",
"being",
"time",
"of",
"excitement",
"and",
"struggle",
"as",
"the",
"person",
"seeks",
"to",
"a",
"man,",
"woman,",
"or",
"anywhere",
"along",
"the",
"gender",
"develop",
"a",
"sense",
"of",
"true",
"self",
"while",
"balancing",
"feelings",
"of",
"continuum.",
"guilt",
"and",
"shame,",
"pressures",
"to",
"conform,",
"and",
"the",
"need",
"for",
"secrecy.",
"Sexuality",
"and",
"appearance",
"become",
"arenas",
"for",
"Gender",
"expression",
"refers",
"to",
"the",
"ways",
"we",
"exploring",
"gender",
"identity.",
"Individuals",
"may",
"adopt",
"social",
"signal",
"our",
"gender",
"to",
"society:",
"style",
"and",
"behaviors",
"modifications",
"such",
"as",
"using",
"cross-gender",
"pronouns",
"that",
"are",
"perceived",
"by",
"those",
"around",
"us.",
"or",
"gender-neutral",
"names;",
"other",
"strategies",
"include",
"immersion",
"in",
"transgender",
"communities",
"and",
"disclosures",
"Transgender",
"is",
"an",
"umbrella",
"term",
"for",
"a",
"range",
"about",
"being",
"transgender",
"(Grossman",
"&",
"D’Augelli,",
"2006;",
"of",
"behaviors,",
"expressions,",
"and",
"identifications",
"Pardo,",
"2008).",
"challenging",
"the",
"binary",
"sex",
"system.",
"The",
"term",
"is",
"also",
"used",
"as",
"a",
"way",
"to",
"identify",
"cross-gender",
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"development",
"is",
"successful",
"and",
"complete",
"when",
"individuals",
"who",
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"not",
"seeking",
"sex",
"reassignment",
"the",
"individual",
"achieves",
"a",
"stable,",
"healthy",
"sense",
"of",
"self.",
"surgery",
"(Lev,",
"2004).",
"Trans",
"Youth:",
"A",
"Population",
"at",
"Risk?",
"Transsexual",
"is",
"the",
"term",
"used",
"by",
"the",
"clinical",
"Many",
"trans",
"youth",
"do",
"successfully",
"complete",
"the",
"passage",
"and",
"medical",
"communities",
"specifically",
"for",
"people",
"to",
"identity",
"resolution.",
"Many",
"transsexuals,",
"for",
"example,",
"with",
"cross-gender",
"identifications",
"who",
"seek",
"out",
"achieve",
"healthy",
"social",
"adjustment",
"and",
"psychological",
"sex-reassignment",
"surgery",
"(SRS).",
"well-being",
"post-transition",
"(Cohen-Kettenis",
"&",
"Gooren,",
"1999).",
"Nevertheless,",
"discrimination,",
"harassment,",
"Transition",
"commonly",
"refers",
"to",
"the",
"often",
"lengthy",
"and",
"fear",
"of",
"rejection",
"may",
"place",
"trans",
"youth",
"at",
"risk",
"period",
"during",
"which",
"a",
"person",
"moves",
"socially",
"and",
"developmentally,",
"emotionally,",
"socially,",
"and",
"physically",
"physically",
"from",
"one",
"gender",
"to",
"another.",
"(Grossman",
"&",
"D’Augelli,",
"2006).",
"Sixty",
"percent",
"of",
"trans",
"youth",
"experience",
"violent",
"assaults",
"For",
"help",
"with",
"terminology,",
"visit",
"(Moran",
"&",
"Sharpe,",
"2004)",
"and",
"32%",
"attempt",
"suicide",
"(Fitzpatrick,",
"Euton,",
"Jones,",
"&",
"Schmidt,",
"2005).",
"Parental",
"Gender",
"Spectrum",
"Family’s",
"Web",
"site:",
"rejection",
"leads",
"to",
"low",
"self-esteem",
"and",
"negative",
"self-",
"http://www.genderspectrumfamily.org/",
"image",
"(Bolin,",
"1988).",
"Transgender",
"youth",
"are",
"marginalized",
"terminology.shtml",
"both",
"in",
"mainstream",
"society",
"and",
"in",
"lesbian,",
"gay,",
"bisexual",
"(LGB)",
"social",
"groups,",
"compounding",
"their",
"risk.",
"Fitzpatrick",
"and",
"colleagues",
"(2005)",
"found",
"that",
"trans",
"college",
"students",
"reported",
"32%",
"more",
"hopelessness,",
"suicidal",
"ideations,",
"and",
"suicide",
"attempts",
"than",
"their",
"non-trans",
"LGB",
"peers.",
"Framing",
"Transgender:",
"Reis",
"and",
"Saewyc",
"(1999)",
"reported",
"that",
"80%",
"of",
"youth",
"Disorder",
"vs.",
"Health",
"harassment",
"originated",
"in",
"judgments",
"about",
"gender",
"Trans",
"youth",
"advocacy",
"coalitions",
"(e.g.,",
"TransYouth",
"expression,",
"regardless",
"of",
"sexual",
"orientation.",
"Family",
"Allies,",
"YES",
"Institute)",
"propose",
"that",
"our",
"rigid",
"binary",
"framework",
"for",
"understanding",
"gender",
"is",
"at",
"the",
"Trans",
"youth",
"are",
"particularly",
"at",
"risk",
"of",
"discrimination",
"core",
"of",
"societal",
"fear,",
"misinformation,",
"and",
"the",
"resulting",
"and",
"psychological",
"maladjustment",
"during",
"the",
"middle",
"violence",
"and",
"discrimination",
"against",
"trans",
"youth.",
"These",
"and",
"high",
"school",
"years",
"(Cohen-Kettenis",
"&",
"Gooren,",
"groups",
"suggest",
"that",
"if",
"we",
"transform",
"our",
"approach",
"to",
"1999;",
"Grossman",
"&",
"D’Augelli,",
"2006).",
"During",
"this",
"time,",
"gender",
"overall,",
"we",
"can",
"create",
"the",
"environments",
"and",
"parents",
"are",
"often",
"paralyzed",
"by",
"shame",
"and",
"are",
"unable",
"connectedness",
"that",
"will",
"allow",
"gender",
"and",
"sexual",
"minority",
"to",
"advocate",
"for",
"their",
"own",
"children.",
"Schools",
"and",
"other",
"youth",
"to",
"move",
"from",
"risk",
"to",
"resilience.",
"community",
"institutions",
"lack",
"information",
"and",
"resist",
"2"
]
}
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"text": [
"THE 50-50 GAME RULES",
"THE 50-50 GAME RULES",
"The 50-50 Kenyan Board Game is an under the GAIN or LOSS sections for the",
"exciting, entertaining, fast-paced, word specific team.",
"guessing game, celebrating over 50 years",
"of Kenya's culture. The game which aims To begin the game, the starting team",
"to create a fun way to relive memories of throws the dice and advances its token on",
"our beautiful country focuses on People, the board by the number of dots indicated",
"Places, Events, Historical Figures, TV/Radio on the dice. Should the team land on a red",
"Stations, Schools, Brand Names etc. all in or black square, the caller will be required",
"relation to Kenya and parts of Africa. to select a maximum of 2 cards from the",
"card box and begin to give clues to words",
"The theme of the game “Kenya in 50 on the corresponding colour of the square",
"seconds” sees players generally competing i.e. should you land on the red square, the",
"in different teams, guessing words from caller will give clues to words on the red",
"another team member’s explanation with side of the cards and vice versa. The other",
"the aim of getting as many answers as team will then turn over the 50 second",
"possible in 50 seconds. The game can be sand timer to begin timing the specific",
"played by 4-20 people and up to 5 teams round. Alternatively, should you land on a",
"with an average of 3 people per team. white square, the team will be required to",
"carry out the action stated on the square",
"and then continue with game play, with",
"the flexibility to either give clues to words",
"O B J E C T I V E",
"from the red or black side of the card.",
"The objective of the game is for a team to",
"The Caller will proceed to give clues to accumulate 500 points before the other",
"his/her team prompting them to mention team/s. Points can either be gained",
"any of the 20 words printed on the cards. through the number of questions",
"Clues are generally short with a strong answered from the question cards, or lost",
"emphasis on synonyms and associations through some of the Supreme Court cards.",
"of definitions that would best describe the",
"word without mentioning the word itself.",
"For example, if the answer is \"Nairobi\", the",
"G A M E P L A Y",
"clue might be \"The capital city of Kenya\".",
"Another possible clue might be, \"Oscar Each team chooses a game token which",
"Award-Winning Kenyan actress\" to which will be used to move around the board. At",
"the answer would be \"Lupita Nyong’o\". the start of each round, place the Supreme",
"Court cards on the board. The players then",
"N.B: The Caller may only use speech to randomly assign one person as the",
"prompt his or her team mates. Gestures or Supreme Court Judge who will be",
"drawings are not allowed. The Caller may responsible for keeping score for all the",
"not say part of any word on the card for teams in the notepad provided. Points",
"example “Mountain” as a clue for Mount gained or lost for each team are recorded",
"Kenya."
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"THE",
"50-50",
"GAME",
"RULES",
"THE",
"50-50",
"GAME",
"RULES",
"The",
"50-50",
"Kenyan",
"Board",
"Game",
"is",
"an",
"under",
"the",
"GAIN",
"or",
"LOSS",
"sections",
"for",
"the",
"exciting,",
"entertaining,",
"fast-paced,",
"word",
"specific",
"team.",
"guessing",
"game,",
"celebrating",
"over",
"50",
"years",
"of",
"Kenya's",
"culture.",
"The",
"game",
"which",
"aims",
"To",
"begin",
"the",
"game,",
"the",
"starting",
"team",
"to",
"create",
"a",
"fun",
"way",
"to",
"relive",
"memories",
"of",
"throws",
"the",
"dice",
"and",
"advances",
"its",
"token",
"on",
"our",
"beautiful",
"country",
"focuses",
"on",
"People,",
"the",
"board",
"by",
"the",
"number",
"of",
"dots",
"indicated",
"Places,",
"Events,",
"Historical",
"Figures,",
"TV/Radio",
"on",
"the",
"dice.",
"Should",
"the",
"team",
"land",
"on",
"a",
"red",
"Stations,",
"Schools,",
"Brand",
"Names",
"etc.",
"all",
"in",
"or",
"black",
"square,",
"the",
"caller",
"will",
"be",
"required",
"relation",
"to",
"Kenya",
"and",
"parts",
"of",
"Africa.",
"to",
"select",
"a",
"maximum",
"of",
"2",
"cards",
"from",
"the",
"card",
"box",
"and",
"begin",
"to",
"give",
"clues",
"to",
"words",
"The",
"theme",
"of",
"the",
"game",
"“Kenya",
"in",
"50",
"on",
"the",
"corresponding",
"colour",
"of",
"the",
"square",
"seconds”",
"sees",
"players",
"generally",
"competing",
"i.e.",
"should",
"you",
"land",
"on",
"the",
"red",
"square,",
"the",
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"different",
"teams,",
"guessing",
"words",
"from",
"caller",
"will",
"give",
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"to",
"words",
"on",
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"another",
"team",
"member’s",
"explanation",
"with",
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"cards",
"and",
"vice",
"versa.",
"The",
"other",
"the",
"aim",
"of",
"getting",
"as",
"many",
"answers",
"as",
"team",
"will",
"then",
"turn",
"over",
"the",
"50",
"second",
"possible",
"in",
"50",
"seconds.",
"The",
"game",
"can",
"be",
"sand",
"timer",
"to",
"begin",
"timing",
"the",
"specific",
"played",
"by",
"4-20",
"people",
"and",
"up",
"to",
"5",
"teams",
"round.",
"Alternatively,",
"should",
"you",
"land",
"on",
"a",
"with",
"an",
"average",
"of",
"3",
"people",
"per",
"team.",
"white",
"square,",
"the",
"team",
"will",
"be",
"required",
"to",
"carry",
"out",
"the",
"action",
"stated",
"on",
"the",
"square",
"and",
"then",
"continue",
"with",
"game",
"play,",
"with",
"the",
"flexibility",
"to",
"either",
"give",
"clues",
"to",
"words",
"O",
"B",
"J",
"E",
"C",
"T",
"I",
"V",
"E",
"from",
"the",
"red",
"or",
"black",
"side",
"of",
"the",
"card.",
"The",
"objective",
"of",
"the",
"game",
"is",
"for",
"a",
"team",
"to",
"The",
"Caller",
"will",
"proceed",
"to",
"give",
"clues",
"to",
"accumulate",
"500",
"points",
"before",
"the",
"other",
"his/her",
"team",
"prompting",
"them",
"to",
"mention",
"team/s.",
"Points",
"can",
"either",
"be",
"gained",
"any",
"of",
"the",
"20",
"words",
"printed",
"on",
"the",
"cards.",
"through",
"the",
"number",
"of",
"questions",
"Clues",
"are",
"generally",
"short",
"with",
"a",
"strong",
"answered",
"from",
"the",
"question",
"cards,",
"or",
"lost",
"emphasis",
"on",
"synonyms",
"and",
"associations",
"through",
"some",
"of",
"the",
"Supreme",
"Court",
"cards.",
"of",
"definitions",
"that",
"would",
"best",
"describe",
"the",
"word",
"without",
"mentioning",
"the",
"word",
"itself.",
"For",
"example,",
"if",
"the",
"answer",
"is",
"\"Nairobi\",",
"the",
"G",
"A",
"M",
"E",
"P",
"L",
"A",
"Y",
"clue",
"might",
"be",
"\"The",
"capital",
"city",
"of",
"Kenya\".",
"Another",
"possible",
"clue",
"might",
"be,",
"\"Oscar",
"Each",
"team",
"chooses",
"a",
"game",
"token",
"which",
"Award-Winning",
"Kenyan",
"actress\"",
"to",
"which",
"will",
"be",
"used",
"to",
"move",
"around",
"the",
"board.",
"At",
"the",
"answer",
"would",
"be",
"\"Lupita",
"Nyong’o\".",
"the",
"start",
"of",
"each",
"round,",
"place",
"the",
"Supreme",
"Court",
"cards",
"on",
"the",
"board.",
"The",
"players",
"then",
"N.B:",
"The",
"Caller",
"may",
"only",
"use",
"speech",
"to",
"randomly",
"assign",
"one",
"person",
"as",
"the",
"prompt",
"his",
"or",
"her",
"team",
"mates.",
"Gestures",
"or",
"Supreme",
"Court",
"Judge",
"who",
"will",
"be",
"drawings",
"are",
"not",
"allowed.",
"The",
"Caller",
"may",
"responsible",
"for",
"keeping",
"score",
"for",
"all",
"the",
"not",
"say",
"part",
"of",
"any",
"word",
"on",
"the",
"card",
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"The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)",
"Stochastically Robust Personalized",
"Ranking for LSH Recommendation Retrieval",
"Dung D. Le, Hady W. Lauw",
"School of Information Systems,",
"Singapore Management University",
"{ddle, hadywlauw}@smu.edu.sg",
"learning time. In most cases, learning algorithms can be run Abstract",
"offline. Meanwhile there have been works on algorithms that",
"Locality Sensitive Hashing (LSH) has become one of the",
"learn from large datasets with millions of users and items.",
"approximate nearest neighbor search most commonly used",
"Just as essential is the retrieval phase, which has received techniques to avoid the prohibitive cost of scanning through",
"all data points. For recommender systems, LSH achieves ef- relatively less attention in the literature. This latter phase is",
"ficient recommendation retrieval by encoding user and item just as sensitive (if not more) to efficiency, but of a different",
"vectors into binary hash codes, reducing the cost of exhaus- sort, namely latency of retrieval. A target user would expect",
"tively examining all the item vectors to identify the top- retrieval of her personalized recommendation list in real-",
"k items. However, conventional matrix factorization mod-",
"time. A naive approach that scans all items to select the top-k",
"els may suffer from performance degeneration caused by",
"most relevant ones would incur per-query cost of d),",
"randomly-drawn LSH hash functions, directly affecting the",
"O(n ×",
"n which scales linearly with the number of items and the",
"ultimate quality of the recommendations. In this paper, we",
"number of factors d. Given an enormous catalogue of candi- propose a framework named SRPR, which factors in the",
"date items, such exhaustive approach may not achieve truly stochasticity of LSH hash functions when learning real-",
"real-time performance. On the other hand, precomputing the valued user and item latent vectors, eventually improving the",
"recommendation accuracy after LSH indexing. Experiments top-k for all users would be impractical given the storage",
"on publicly available datasets show that the proposed frame- costs involved for all the precomputed lists, as well as the",
"work not only effectively learns user’s preferences for predic- rigidity built into those lists that may affect the system’s",
"tion, but also achieves high compatibility with LSH stochas- adaptability to drifting user preferences. Having a faster al-",
"ticity, producing superior post-LSH indexing performances as ternative for top-k recommendation retrieval is desirable.",
"compared to state-of-the-art baselines.",
"In face of these chal- LSH Recommendation Retrieval.",
"lenges, recent approaches turn to indexing schemes to over-",
"1 Introduction",
"come the prohibitive cost of performing exhaustive top-k",
"Matrix factorization (MF) gives rise to a widespread class recommendation search for each user. In particular, one of",
"of techniques for recommender systems (Koren, Bell, and the most popular such schemes is Locality-Sensitive Hash-",
"Volinsky 2009). Deployment of MF-based recommender ing (LSH) (Shrivastava and Li 2015; Bachrach et al. 2014;",
"learning system typically involves two phases: and retrieval. Fraccaro, Paquet, and Winther 2016; Le and Lauw 2017;",
"Hsieh et al. 2017; Liu and Wu 2016; Koenigstein and Ko- learning phase The analyzes historical feedback to learn •",
"ren 2013; Qi et al. 2017; Smirnov and Ponomarev 2014). In users’ preferences (e.g., ratings, clicks). Fundamentally,",
"the prevalent binary variant, LSH approximates relative dis- a MF-based method derives a latent vector for xu Rd ∈",
"tances between data points, by computing the Hamming dis- each user u, and a latent vector for each item i, yi Rd ∈",
"tance between the corresponding codes, and hashing similar d where is the dimensionality. The degree of preference of",
"data points to similar codes with high probability. Section 2 u i user for item is modeled as the inner product xuT yi.",
"gives an overview of LSH-based recommendation retrieval.",
"retrieval phase The seeks to arrive at a personalized rec- •",
"There are significant advantages to using LSH as an u ommendation list for a target user using the vectors",
"indexing scheme for recommendation retrieval. By using learnt from the learning phase. To do so, we identify the",
"hashcodes, we can quickly retrieve a small subset of items top-k items according to preference scores xuT yi.",
"k that likely contain the ”most relevant” items to the In both phases, we are concerned with the measures query (user), because computing Hamming distance in- of recommendation accuracy and computational efficiency. volves mainly bitwise operations. Hashing-based indexing The learning phase is concerned with efficiency in terms of provides provably sub-linear algorithms for search which is",
"beneficial for large scale systems where even linear search Copyright 2020, Association for the Advancement of Artificial c⃝",
"Intelligence (www.aaai.org). All rights reserved. algorithms are impractical due to latency. Unlike spatial",
"4594"
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"The",
"Thirty-Fourth",
"AAAI",
"Conference",
"on",
"Artificial",
"Intelligence",
"(AAAI-20)",
"Stochastically",
"Robust",
"Personalized",
"Ranking",
"for",
"LSH",
"Recommendation",
"Retrieval",
"Dung",
"D.",
"Le,",
"Hady",
"W.",
"Lauw",
"School",
"of",
"Information",
"Systems,",
"Singapore",
"Management",
"University",
"{ddle,",
"hadywlauw}@smu.edu.sg",
"learning",
"time.",
"In",
"most",
"cases,",
"learning",
"algorithms",
"can",
"be",
"run",
"Abstract",
"offline.",
"Meanwhile",
"there",
"have",
"been",
"works",
"on",
"algorithms",
"that",
"Locality",
"Sensitive",
"Hashing",
"(LSH)",
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"the",
"learn",
"from",
"large",
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"with",
"millions",
"of",
"users",
"and",
"items.",
"approximate",
"nearest",
"neighbor",
"search",
"most",
"commonly",
"used",
"Just",
"as",
"essential",
"is",
"the",
"retrieval",
"phase,",
"which",
"has",
"received",
"techniques",
"to",
"avoid",
"the",
"prohibitive",
"cost",
"of",
"scanning",
"through",
"all",
"data",
"points.",
"For",
"recommender",
"systems,",
"LSH",
"achieves",
"ef-",
"relatively",
"less",
"attention",
"in",
"the",
"literature.",
"This",
"latter",
"phase",
"is",
"ficient",
"recommendation",
"retrieval",
"by",
"encoding",
"user",
"and",
"item",
"just",
"as",
"sensitive",
"(if",
"not",
"more)",
"to",
"efficiency,",
"but",
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"binary",
"hash",
"codes,",
"reducing",
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"of",
"exhaus-",
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"namely",
"latency",
"of",
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"A",
"target",
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"would",
"expect",
"tively",
"examining",
"all",
"the",
"item",
"vectors",
"to",
"identify",
"the",
"top-",
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"her",
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"recommendation",
"list",
"in",
"real-",
"k",
"items.",
"However,",
"conventional",
"matrix",
"factorization",
"mod-",
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"A",
"naive",
"approach",
"that",
"scans",
"all",
"items",
"to",
"select",
"the",
"top-k",
"els",
"may",
"suffer",
"from",
"performance",
"degeneration",
"caused",
"by",
"most",
"relevant",
"ones",
"would",
"incur",
"per-query",
"cost",
"of",
"d),",
"randomly-drawn",
"LSH",
"hash",
"functions,",
"directly",
"affecting",
"the",
"O(n",
"×",
"n",
"which",
"scales",
"linearly",
"with",
"the",
"number",
"of",
"items",
"and",
"the",
"ultimate",
"quality",
"of",
"the",
"recommendations.",
"In",
"this",
"paper,",
"we",
"number",
"of",
"factors",
"d.",
"Given",
"an",
"enormous",
"catalogue",
"of",
"candi-",
"propose",
"a",
"framework",
"named",
"SRPR,",
"which",
"factors",
"in",
"the",
"date",
"items,",
"such",
"exhaustive",
"approach",
"may",
"not",
"achieve",
"truly",
"stochasticity",
"of",
"LSH",
"hash",
"functions",
"when",
"learning",
"real-",
"real-time",
"performance.",
"On",
"the",
"other",
"hand,",
"precomputing",
"the",
"valued",
"user",
"and",
"item",
"latent",
"vectors,",
"eventually",
"improving",
"the",
"recommendation",
"accuracy",
"after",
"LSH",
"indexing.",
"Experiments",
"top-k",
"for",
"all",
"users",
"would",
"be",
"impractical",
"given",
"the",
"storage",
"on",
"publicly",
"available",
"datasets",
"show",
"that",
"the",
"proposed",
"frame-",
"costs",
"involved",
"for",
"all",
"the",
"precomputed",
"lists,",
"as",
"well",
"as",
"the",
"work",
"not",
"only",
"effectively",
"learns",
"user’s",
"preferences",
"for",
"predic-",
"rigidity",
"built",
"into",
"those",
"lists",
"that",
"may",
"affect",
"the",
"system’s",
"tion,",
"but",
"also",
"achieves",
"high",
"compatibility",
"with",
"LSH",
"stochas-",
"adaptability",
"to",
"drifting",
"user",
"preferences.",
"Having",
"a",
"faster",
"al-",
"ticity,",
"producing",
"superior",
"post-LSH",
"indexing",
"performances",
"as",
"ternative",
"for",
"top-k",
"recommendation",
"retrieval",
"is",
"desirable.",
"compared",
"to",
"state-of-the-art",
"baselines.",
"In",
"face",
"of",
"these",
"chal-",
"LSH",
"Recommendation",
"Retrieval.",
"lenges,",
"recent",
"approaches",
"turn",
"to",
"indexing",
"schemes",
"to",
"over-",
"1",
"Introduction",
"come",
"the",
"prohibitive",
"cost",
"of",
"performing",
"exhaustive",
"top-k",
"Matrix",
"factorization",
"(MF)",
"gives",
"rise",
"to",
"a",
"widespread",
"class",
"recommendation",
"search",
"for",
"each",
"user.",
"In",
"particular,",
"one",
"of",
"of",
"techniques",
"for",
"recommender",
"systems",
"(Koren,",
"Bell,",
"and",
"the",
"most",
"popular",
"such",
"schemes",
"is",
"Locality-Sensitive",
"Hash-",
"Volinsky",
"2009).",
"Deployment",
"of",
"MF-based",
"recommender",
"ing",
"(LSH)",
"(Shrivastava",
"and",
"Li",
"2015;",
"Bachrach",
"et",
"al.",
"2014;",
"learning",
"system",
"typically",
"involves",
"two",
"phases:",
"and",
"retrieval.",
"Fraccaro,",
"Paquet,",
"and",
"Winther",
"2016;",
"Le",
"and",
"Lauw",
"2017;",
"Hsieh",
"et",
"al.",
"2017;",
"Liu",
"and",
"Wu",
"2016;",
"Koenigstein",
"and",
"Ko-",
"learning",
"phase",
"The",
"analyzes",
"historical",
"feedback",
"to",
"learn",
"•",
"ren",
"2013;",
"Qi",
"et",
"al.",
"2017;",
"Smirnov",
"and",
"Ponomarev",
"2014).",
"In",
"users’",
"preferences",
"(e.g.,",
"ratings,",
"clicks).",
"Fundamentally,",
"the",
"prevalent",
"binary",
"variant,",
"LSH",
"approximates",
"relative",
"dis-",
"a",
"MF-based",
"method",
"derives",
"a",
"latent",
"vector",
"for",
"xu",
"Rd",
"∈",
"tances",
"between",
"data",
"points,",
"by",
"computing",
"the",
"Hamming",
"dis-",
"each",
"user",
"u,",
"and",
"a",
"latent",
"vector",
"for",
"each",
"item",
"i,",
"yi",
"Rd",
"∈",
"tance",
"between",
"the",
"corresponding",
"codes,",
"and",
"hashing",
"similar",
"d",
"where",
"is",
"the",
"dimensionality.",
"The",
"degree",
"of",
"preference",
"of",
"data",
"points",
"to",
"similar",
"codes",
"with",
"high",
"probability.",
"Section",
"2",
"u",
"i",
"user",
"for",
"item",
"is",
"modeled",
"as",
"the",
"inner",
"product",
"xuT",
"yi.",
"gives",
"an",
"overview",
"of",
"LSH-based",
"recommendation",
"retrieval.",
"retrieval",
"phase",
"The",
"seeks",
"to",
"arrive",
"at",
"a",
"personalized",
"rec-",
"•",
"There",
"are",
"significant",
"advantages",
"to",
"using",
"LSH",
"as",
"an",
"u",
"ommendation",
"list",
"for",
"a",
"target",
"user",
"using",
"the",
"vectors",
"indexing",
"scheme",
"for",
"recommendation",
"retrieval.",
"By",
"using",
"learnt",
"from",
"the",
"learning",
"phase.",
"To",
"do",
"so,",
"we",
"identify",
"the",
"hashcodes,",
"we",
"can",
"quickly",
"retrieve",
"a",
"small",
"subset",
"of",
"items",
"top-k",
"items",
"according",
"to",
"preference",
"scores",
"xuT",
"yi.",
"k",
"that",
"likely",
"contain",
"the",
"”most",
"relevant”",
"items",
"to",
"the",
"In",
"both",
"phases,",
"we",
"are",
"concerned",
"with",
"the",
"measures",
"query",
"(user),",
"because",
"computing",
"Hamming",
"distance",
"in-",
"of",
"recommendation",
"accuracy",
"and",
"computational",
"efficiency.",
"volves",
"mainly",
"bitwise",
"operations.",
"Hashing-based",
"indexing",
"The",
"learning",
"phase",
"is",
"concerned",
"with",
"efficiency",
"in",
"terms",
"of",
"provides",
"provably",
"sub-linear",
"algorithms",
"for",
"search",
"which",
"is",
"beneficial",
"for",
"large",
"scale",
"systems",
"where",
"even",
"linear",
"search",
"Copyright",
"2020,",
"Association",
"for",
"the",
"Advancement",
"of",
"Artificial",
"c⃝",
"Intelligence",
"(www.aaai.org).",
"All",
"rights",
"reserved.",
"algorithms",
"are",
"impractical",
"due",
"to",
"latency.",
"Unlike",
"spatial",
"4594"
]
}
} | complex | en |
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"text": [
"Import XML Home Validate",
"General information about company",
"Scrip code 511716",
"NSE Symbol",
"MSEI Symbol",
"ISIN INE359A01012",
"Name of the entity Escorts Finance Limited",
"Date of start of financial year 01-04-2020",
"Date of end of financial year 31-03-2021",
"Reporting Quarter Half Yearly",
"Enter the quarter",
"Date of Report 30-09-2020",
"ended date only",
"Risk management committee Not Applicable",
"Market Capitalisation as per immediate previous Financial",
"Any other",
"Year",
"Prev Next",
"Classification | ESCORTS-CONFIDENTIAL"
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"United in Christ: Hope Now! Hope Always!",
"“Wait, Israel, for God! Wait with hope! Hope now! Hope always! Psalm 131:3",
"WELCOME TO WORSHIP",
"June 13, 2021",
"3rd Sunday after Pentecost",
"Pastor: Paula Geister-Jones Lay Ministry Administrator: Jenny Hoffman",
"Organist/Pianist: Linda Kunz Soloist: Kyla Betts",
"Lector: Sharie Buskager",
"Ushers: Myron Sime, Michael Gerard, Jim Lunde, Dan Matson",
"Tune your radio to FM 87.9 Technical Support: Thomas Lehr",
"The mustard seed becomes a great shrub that shelters the birds, recalling ancient",
"images of the tree of life. We’d expect a cedar or a sequoia, but Jesus finds the",
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"CALL TO WORSHIP: “Old Hundreth” Bourgeois/Callahan",
"CONFESSION AND FORGIVENESS",
"P: Blessed be the holy Trinity, one God, the God of manna, the God of ☩",
"miracles, the God of mercy.",
"C: Amen",
"P: Drawn to Christ and seeking God’s abundance, let us confess our sin.",
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"P: God, our provider,",
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"製品概要",
"FFSP3065B-F085: Automotive Silicon Carbide (SiC) Schottky Diode, 650 V",
"技術情報は、データシートをご参照ください。",
"Silicon Carbide (SiC) Schottky Diodes use a completely new",
"technology that provides superior switching performance and",
"higher reliability compared to Silicon. No reverse recovery",
"current, temperature independent switching characteristics, and",
"excellent thermal performance sets Silicon Carbide as the next",
"generation of power semiconductor. System benefits include",
"highest efficiency, faster operating frequency, increased power",
"density, reduced EMI, and reduced system size & cost",
"特長 利点",
"• Max Junction Temperature 175C • Tj = 175°C",
"• Avalanche Rated 144 mJ",
"• High Surge Current Capacity",
"• Positive Temperature Coefficient",
"• Ease of Paralleling",
"• No Reverse Recovery / No Forward Recovery",
"• AEC-Q101 Qualified and PPAP capable",
"アプリケーション 最終製品",
"• Automotive HEV-EV Onboard Chargers • Automotive HEV-EV Onboard Chargers",
"• Automotive HEV-EV DC-DC Converters",
"電気的仕様",
"製品 Pricing Compliance Status Device Configurati (V) (A) (Max) (A) (Max) Package VRRM IF(ave) VF IFSM IR",
"($/Unit) Grade on (µA) Type",
"FFSP3065B-F085 4.4799 Active Automotiv Single 650 30 1.7 120 160 TO-220-2 AEC",
"e Qualified",
"PPAP",
"Capable",
"Pb-free",
"Halide free",
"詳細は、弊社 www.onsemi.jp の営業または販売代理店にお問い合わせください。",
"8/6/2021 作成"
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"650",
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"詳細は、弊社",
"www.onsemi.jp",
"の営業または販売代理店にお問い合わせください。",
"8/6/2021",
"作成"
]
}
} | complex | en |
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"SACRAMENTO COUNTY OF",
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"JUDGE P. Arguelles James CLERK Slort",
"ALMOND ALLIANCE CALIFORNIA: CALIFORNIA OF 34-2019-80003216 Cases No.:",
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"View Forum Message <> Reply to Message",
"Dear forum",
"My name is Gideon chunga a student at the university of Zambia. I'm doing a research under the",
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"This analysis involves the use of ZDHS 2018 children file (ZMKR71Fl), stata software.",
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"Subject: Re: Feeding practices and diarrhea in children aged 6-23 months in",
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"Posted by Bridgette-DHS on Fri, 14 Aug 2020 12:34:45 GMT",
"View Forum Message <> Reply to Message",
"Please see the Guide to DHS Statistics and the Recode Manual for information on DHS statistics",
"and variables.",
"Subject: Re: Feeding practices and diarrhea in children aged 6-23 months in",
"Zambia",
"Posted by Gideon chunga on Fri, 14 Aug 2020 20:51:17 GMT",
"View Forum Message <> Reply to Message",
"How can I analyse given that the objectives are, culture, social economic, rural and urban",
"differentials and constraints to feeding practices?",
"Page 2 of 2 ---- Generated from The DHS Program User Forum"
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"text": [
"View",
"Forum",
"Message",
"<>",
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"Message",
"Dear",
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"name",
"is",
"Gideon",
"chunga",
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"diarrhea",
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"23",
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"2018",
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"file",
"(ZMKR71Fl),",
"stata",
"software.",
"I'm",
"kindly",
"in",
"need",
"of",
"help",
"on",
"how",
"to",
"come",
"up",
"with",
"variables",
"and",
"tabulations",
"on",
"this",
"topic.",
"Your",
"help",
"will",
"be",
"greatly",
"appreciated.",
"Subject:",
"Re:",
"Feeding",
"practices",
"and",
"diarrhea",
"in",
"children",
"aged",
"6-23",
"months",
"in",
"Zambia",
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"on",
"Fri,",
"14",
"Aug",
"2020",
"12:34:45",
"GMT",
"View",
"Forum",
"Message",
"<>",
"Reply",
"to",
"Message",
"Please",
"see",
"the",
"Guide",
"to",
"DHS",
"Statistics",
"and",
"the",
"Recode",
"Manual",
"for",
"information",
"on",
"DHS",
"statistics",
"and",
"variables.",
"Subject:",
"Re:",
"Feeding",
"practices",
"and",
"diarrhea",
"in",
"children",
"aged",
"6-23",
"months",
"in",
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"SAFETY DATA SHEET",
"OnTarget®",
"Revision Date: 03/06/2020",
"SECTION 1: Identification of the substance/mixture and of the company/undertaking",
"1.1 Product identifier",
"- Trade name OnTarget®",
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"CHEMTREC 800-424-9300",
"SECTION 2: Hazards identification",
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"2.1 Classification of the substance or mixture",
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