累計参加者8,500名！ #DataEngineeringStudy の43スライドから学ぶ、データエンジニアリングの羅針盤 / 20220224

primeNumber主催イベント「01(zeroONE)」兼「DataEngineeringStudy番外編」の登壇資料です。掲載内容は収録時点の情報にもとづきます。
https://01.primenumber.co.jp/
https://forkwell.connpass.com/event/237704/

Transcript

1. %BUB&OHJOFFSJOH4UVEZ
   ͷ
   εϥΠυ͔ΒֶͿ
   σʔλΤϯδχΞϦϯάͷཏ਑൫
    ೥݄ऩ࿥
   גࣜձࣾQSJNF/VNCFSʮʯ์ө༧ఆ
   QSFTFOUFE
   CZ
   !ZV[VUBT
   ྦྷܭࢀՃऀ ໊ʂ
2.  ɹ%BUB&OHJOFFSJOH4UVEZ൪֎ฤ
3. ର৅
   ʮσʔλ෼ੳΛࢧ͑ΔγεςϜʯʹؔΘΔਓ
   ՝୊
   ʮԿΛͨ͠Β͍͍ͷʁʯͱ͍͏ٙ໰
   ʮ͜ΕͰ͋ͬͯΔͷʁʯͱ͍͏ෆ҆
   ఏڙՁ஋
   ʮ࣍͸͜ΕΛௐ΂ͯΈΑ͏ʯͱ͍͏ཏ਑൫  ɹ͜ͷొஃͷ֓ཁ
4.  4/4Ͱެ։ࡁΈ
   ࡱӨ΍ϝϞ͸ෆཁͰ͢ɻϦϥοΫεͯ͠ฉ͍͍͚ͯͨͩΕ͹ͱࢥ͍·͢ɻ
   εϥΠυ
   
   ຕ
   
   NJO
   ؤுͬͯ෇͍͖͍ͯͯͩ͘͞ɻԿ͔ͭͰ΋࣋ͪؼ͍͚ͬͯͨͩΕ͹ͱࢥ͍·͢ɻ ɹ໔੹ɾ஫ҙࣄ߲ᶃ
   ҰݴͰݴ͏ͱ
   ؾָʹฉ͍ͯͶ
5.  ຊࢿྉ͸ಛఆاۀɾ੡඼΁ͷশࢍɾ൷൑Λҙਤ͢Δ΋ͷͰ͸͋Γ·ͤΜɻ
   ·ͨɺ৘ใఏڙʹ͋ͨΓɺͦͷਖ਼֬ੑΛอূ͢Δ΋ͷͰ͸͋Γ·ͤΜɻ
   ඞͣଞͷ৘ใݯ΍Ҿ༻ݩΛ֬ೝͷ্ɺࣗ਎ͷ੹೚ʹ΋ͱ͍ͮͯ͝൑அ͍ͩ͘͞ɻ
   ༻ޠ΍πʔϧͷઆ໌ʹ͍ͭͯɺࣗ͝਎΍ॴଐνʔϜͰͷཧղɾղऍ͕
   ঺հ಺༰ͱҟͳΔ৔߹͸దٓಡΈସ͍͚͑ͯͨͩΔͱ޾͍Ͱ͢ɻ ɹ໔੹ɾ஫ҙࣄ߲ᶄ
   ҰݴͰݴ͏ͱ
   έν͚ͭͳ͍ͰͶ
6.  ຊࢿྉͷར༻ʹΑΓൃੜ͍͔ͨ͠ͳΔଛ֐ʹରͯ͠΋
   ࢿྉ࡞੒ऀ͸ͦͷ੹೚Λෛ͍͔Ͷ·͢ɻ
   ຊࢿྉʹهࡌ͞Ε͍ͯΔձ໊ࣾɾ੡඼໊ͳͲ͸ɺ
   Ұൠʹ֤ࣾͷొ࿥঎ඪ·ͨ͸঎ඪɺ঎඼໊Ͱ͢ɻ
   ࢿྉ಺Ͱ͸
   ˜
   š
   ä
   ϚʔΫͳͲ͸ද͍ࣔͯ͠·ͤΜɻ
   !ZV[VUBTͷஶ࡞෺ͷݖརʹ͍ͭͯ͸
   IUUQTZV[VUBTIBUFOBCMPHDPNFOUSZDPQZSJHIU
   ʹ४ڌ͠·͢ɻ
   ຊࢿྉΛࢀߟʹͨ͠৔߹͸ɺඞͣͦͷࢫΛ໌ه͍ͯͩ͘͠͞ɻ ɹ໔੹ɾ஫ҙࣄ߲ᶅ
   ҰݴͰݴ͏ͱ
   ͓ޓ͍ʹ๏཯ΛकΖ͏ͥ
7.  ɹΞδΣϯμ ͸͡Ίʹ
   σʔλج൫ͷཏ਑൫
   ͓ΘΓʹ ɾࣗݾ঺հ
   ɾ෯޿͍σʔλ׆༻ࢪࡦ
   ɾσʔλΤϯδχΞϦϯάͷॏཁੑ
   ɾ%BUB&OHJOFFSJOH4UVEZͱ͸
   ɾσʔλΞʔΩςΫνϟͷશମ૾
   ɾσʔλΛूΊΔ
   ɾσʔλΛஷΊΔ
   ɾσʔλΛՃ޻͢Δ
   ɾσʔλΛՄࢹԽ͢Δ
   ɾσʔλͷར༻Λଅ͢
   ɾσʔλ૊৫ΛӡӦ͢Δ
   ɾ·ͱΊ
   ɾUSPDDPʹΑΔߏங
8. ࣗݾ঺հ
   ˞ऩ࿥࣌఺ͷ಺༰ͱͳΓ·͢ 
9.  ɹొஃऀ
   
   4IP
   :PLPZBNB ίϛϡχςΟ
   ɾ%BUB&OHJOFFSJOH4UVEZ
   ʙ
   ϞσϨʔλʔ
   ɾ%FWFMPQFST
   4VNNJU
   
   
   ίϯςϯπҕһ
   ొஃ
   ɾ1Z$PO
   +1
   
   ʹͯϕεττʔΫΞϫʔυ༏ल৆
   ɾ%FWFMPQFST
   4VNNJU
   
   4VNNFS
   ʹͯΞϯέʔτຬ଍౓Ґ
   ɾ(PPHMF
   $MPVE
   %BZ
   %JHJUBM
   
   ࿈ࡌ
   ɾ*5NFEJB
   ։ൃݱ৔ʹlσʔλจԽzΛਁಁͤ͞Δʮσʔλج൫ʯେղ๤
   ɾ1SPEVDU;JOF
   ϓϩμΫτϚωʔδϟʔ΁ͷస਎ʹඞཁͳϚΠϯυηοτ
   
   ܝࡌ
   ɾ೔ܦ࢈ۀ৽ฉ໘
   ೥݄೔
   ɾ'PSCFT
   +BQBO
   ೥݄߸
10. ϑΥϩʔΑΖ͓͘͠Ͷ͕͍͠·͢ʂ  ɹ4/4
    
    !ZV[VUBT
11.  ɹσʔλج൫Λ࣌ؒͰߏங
12.  ɹ೔ຊʹ͓͚Δ%BUB0QTͷୈҰਓऀ
13.  ɹग़൛ॻ੶
14.  ɹגࣜձࣾ
    ෩Ի԰ ͔͟Ͷ΍ σʔλϚωδϝϯτˍσʔλΤϯδχΞϦϯάʹಛԽͨ͠αʔϏεΛఏڙ ٕज़ސ໰ डୗ։ൃ اۀݚम
15.  ɹԶͷߟ͑ͨ࠷ڧͷडୗձࣾ
16.  ɹ஥ؒΛืू͍ͯ͠·͢ %BUB
    "OBMZUJDT
    &OHJOFFS
    
    %BUB
    "OBMZUJDT
    $POTVMUBOU
    ओͳۀ຿
    ɾσʔλύΠϓϥΠϯͷاըɺߏஙɺӡ༻
    ɾϞχλϦϯά׆༻ʹΑΔۀ຿վળࢧԉ
    ಇ͖ํ
    ɾि೔ʙ0,ɺϑϧϦϞʔτ0,ɺ෭ۀͰͷࢀՃ0,
    ɾՔಇͷΛεΩϧ޲্044׆ಈهࣄࣥචʹ౤ࢿ
    ɾΠϕϯτొஃ΍ॻ੶ࣥචͷػձΛఏڙ
    ɾ߽՚ΞυόΠβʔਞʹΑΔϨϏϡʔମ੍༗
    બߟ՝୊ʮ,%&$ʯ΁ͷ௅ઓΛͥͻ͝ݕ౼͍ͩ͘͞
    IUUQTLB[BOFZBDPNLEFD
17.  ɹΞδΣϯμ ͸͡Ίʹ
    σʔλج൫ͷཏ਑൫
    ͓ΘΓʹ ɾࣗݾ঺հ
    ɾ෯޿͍σʔλ׆༻ࢪࡦ
    ɾσʔλΤϯδχΞϦϯάͷॏཁੑ
    ɾ%BUB&OHJOFFSJOH4UVEZͱ͸
    ɾσʔλΞʔΩςΫνϟͷશମ૾
    ɾσʔλΛूΊΔ
    ɾσʔλΛஷΊΔ
    ɾσʔλΛՃ޻͢Δ
    ɾσʔλΛՄࢹԽ͢Δ
    ɾσʔλͷར༻Λଅ͢
    ɾσʔλ૊৫ΛӡӦ͢Δ
    ɾ·ͱΊ
    ɾUSPDDPʹΑΔߏங
18. ෯޿͍σʔλ׆༻ࢪࡦ
    γεςϜͰ࣮ݱ͍ͨ͜͠ͱ 
19. ൢച਺ɺొ࿥਺ɺར༻཰ɺ޿ࠂඅɺ঎ஊ਺ɺ໰͍߹Θͤ਺ɺϨεϙϯελΠϜ
    FUDʜ  ɹࢦඪͷϞχλϦϯά %FWFMPQFST
    4VNNJU
    
    4VNNFS
    ࢿྉΑΓ ຖேͷച্4MBDL௨஌ ༧ࢉ؅ཧγʔτ άϥϑɾμογϡϘʔυ
20. ओཁಋઢʹ͓͚ΔભҠɾ཭୤ͷՄࢹԽ  ɹϢʔβʔͷར༻ঢ়گ ߦಈϑΝωϧ ભҠ཰ δϟʔχʔϚοϓ
    
    ֤ભҠͷભҠ཰ %FWFMPQFST
    4VNNJU
    
    4VNNFS
    ࢿྉΑΓ
21.  ɹސ٬ηά ϝϯτͷՄࢹԽ ೥ͷϒϩάهࣄΑΓ શମ
    
    ηά ϝϯτผ ηά ϝϯτ
    
    O YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY "૚ ϩΠϠϧސ٬ ϩΠϠϧ૿Ճ ϩΠϠϧ཭୤ ط஌
    ύλʔϯ ɾYYYͩͬͨ
    ɾYYYͩͬͨ ɾYYYͩͬͨ
    ɾYYYͩͬͨ ৽ن
    ύλʔϯ ɾ͓ͦΒ͘YYY
    ɾ͓ͦΒ͘YYY ɾ͓ͦΒ͘YYY
    ɾ͓ͦΒ͘YYY ཁ Ҽ ᶃશମͷ਺஋
    ˠ
    ᶄ੾ΓޱʹΑΔυϦϧμ΢ϯ
    ˠ
    ᶅ/ʢ۩ମతͳਓʣͱॱΛ௥ͬͯਂງΓɺ՝୊Λಛఆ
22.  ɹࢪࡦͷޮՌଌఆ ৽ػೳͷར༻཰ "#ςετ݁Ռ %FWFMPQFST
    4VNNJU
    
    4VNNFS
    ࢿྉΑΓ
23. ྫɿεΫϥϜνʔϜͷϕϩγςΟɺΧελϚʔαϙʔτͷॲཧ݅਺  ɹΩϟύγςΟܭଌ %FWFMPQFST
    4VNNJU
    
    4VNNFS
    ࢿྉΑΓ ϕϩγςΟ νέοτফԽͷৄࡉ
24.  ɹ܏޲෼ੳ ໰͍߹Θͤ಺༰ͷภΓɺചΕߦ͖ͷྑ͍δϟϯϧͱѱ͍δϟϯϧ %FWFMPQFST
    4VNNJU
    
    4VNNFS
    ࢿྉΑΓ ໰͍߹Θͤͷৄࡉ ໰͍߹Θͤͷ܏޲
25.  ɹର৅ऀͷநग़ ྫɿΫʔϙϯ഑෍ͷର৅ސ٬ɺো֐ൃੜ࣌ͷӨڹௐࠪ %FWFMPQFST
    4VNNJU
    
    4VNNFS
    ࢿྉΑΓ ର৅ͷநग़ϩδοΫݕ౼ நग़ίʔυ
26.  ɹࣾ಺ڞ༗ɾҾ͖ܧ͗ ਓࡐѺટࣄۀͷཤྺνΣοΫࣗಈԽ
    ɾաڈͷίϛϡχέʔγϣϯΛ֬ೝ͢Δ͜ͱͰɺީิऀଧ਍લʹΞϯϚονΛ๷͙
    ɾࣾ಺ʹࢄࡏ͍ͯ͠ΔਓࡐσʔλΛ౷߹͠ɺϘλϯͭͰݕࡧͰ͖ΔΑ͏ʹγεςϜԽ
    ɾ୲౰ऀͷࣗॿ౒ྗʹґଘ͍ͯͨ͠ˠγεςϜԽʹΑͬͯ҆ఆ඼࣭Λ࣮ݱՄೳʹ͢Δ ೥ͷϒϩάهࣄΑΓ
27. ྫɿਓࣄϚελΛۀ຿πʔϧʹ࿈ܞ͢Δ͜ͱͰ
    ΞΧ΢ϯτ؅ཧ΍෦ॺ͝ͱͷݖݶ෇༩ΛࣗಈԽ͢Δ  ɹۀ຿πʔϧ΁ͷ৘ใొ࿥ %9ηϛφʔࢿྉΑΓ σʔλ౷߹ ɾۀ຿վֵ
    ɾγεςϜ։ൃ
    ɾπʔϧಋೖ
    ސ٬Ϛελ ঎඼Ϛελ ਓࣄϚελ ӦۀΛ%9 ੡଄Λ%9 ௐୡΛ%9 ܦཧΛ%9 ๏຿Λ%9 ൢଅΛ%9 ձٞΛ%9
28. ྨࣅ঎඼΍ίϯςϯπͷ঺հɺϓογϡ௨஌΍ϝʔϧͰͷ঎඼঺հɺ
    $53Λ࠷େԽ͢Δݕࡧ݁ՌͷදࣔॱɺϚονϯάͷظ଴஋͕ߴ͍ਓࡐ΍͓૬खͷ঺հ  ɹϨίϝϯυ IUUQJNBHFJUNFEJBDPKQMJNBJUBSUJDMFTM@OFXT@KQH 508/803,
    J04ΞϓϦ
    ɺը໘อଘ
29.  ա৒ΞΫηε΍໎࿭౤ߘΛ֤ϑΣʔζͰݕ஌
     ҧ൓ީิऀͷϦετΛ࡞੒
     ΦϖϨʔλʔ͕໨ࢹνΣοΫ  ɹ໎࿭ߦҝͷݕ஌ %FWFMPQFST
    4VNNJU
    
    4VNNFS
    ࢿྉΑΓ ҟৗݕ஌ શମ૾
30. ɾϥδΦہͷ൪૊ΛϙουΩϟετʹ഑৴
    ɾΠϯλʔωοτΛ௨ͯ͠ੈքத΁ͱର৅ϦεφʔΛ֦େ
    
    Ի੠޿ࠂʹΑΔऩӹԽ
    ɾ஍Ҭผ࣌ؒଳผͷ࠶ੜঢ়گΛϞχλϦϯά͠ɺσʔλۦಈͷ൪૊اըΛ࣮ݱ  ɹίϯςϯπ੍࡞ͷଅਐ ೥ͷϒϩάهࣄΑΓ IUUQTQJUQBKQTUVEJP
31. 30"4Λ࠷େԽͰ͖ΔΑ͏ʹ
    ഔମ ΫϦΤΠςΟϒ ΞϩέʔγϣϯΛௐ੔  ɹ޿ࠂ഑৴ͷ࠷దԽ %FWFMPQFST
    4VNNJU
    
    4VNNFS
    ࢿྉΑΓ Ϩϙʔτ ഔମ ॲཧͷྲྀΕ
32.  ɹैྔ՝ۚͷ࣮ݱ ܖ໿݅਺Ͱ͸ͳ͘-57ʹԠͯ͡ӦۀελοϑʹΠϯηϯςΟϒΛ෇༩
    ैྔ՝ۚɺϨϕχϡʔγΣΞɺμΠφϛοΫϓϥΠγϯάͷ࣮ݱ (PPHMF
    $MPVE
    %BZ
    `
    ࢿྉΑΓ
33.  ɹϓϥΠγϯάͷదਖ਼Խ IUUQTQSUJNFTKQNBJOIUNMSEQIUNM رগͳΫϥγοΫΧʔͷߪೖر๬ऀʹաڈͷՁ֨Λఏڙ ϑϦʔϥϯεґཔ࣌ʹՁ͕֨௿͗͢ͳ͍͔νΣοΫ IUUQTJOGPMBODFSTKQ
34. σʔλఏڙ΍ΠϯϑΥάϥϑΟοΫʹΑΔࢢ৔΁ͷϝοηʔδ  ɹχϡʔεϨλʔ 13
    5*.&4
    ΑΓ IUUQTQJUQBKQBOOJWFSTBSZIBMG
    ೥
35.  ɹΞδΣϯμ ͸͡Ίʹ
    σʔλج൫ͷཏ਑൫
    ͓ΘΓʹ ɾࣗݾ঺հ
    ɾ෯޿͍σʔλ׆༻ࢪࡦ
    ɾσʔλΤϯδχΞϦϯάͷॏཁੑ
    ɾ%BUB&OHJOFFSJOH4UVEZͱ͸
    ɾσʔλΞʔΩςΫνϟͷશମ૾
    ɾσʔλΛूΊΔ
    ɾσʔλΛஷΊΔ
    ɾσʔλΛՃ޻͢Δ
    ɾσʔλΛՄࢹԽ͢Δ
    ɾσʔλͷར༻Λଅ͢
    ɾσʔλ૊৫ΛӡӦ͢Δ
    ɾ·ͱΊ
    ɾUSPDDPʹΑΔߏங
36. σʔλΤϯδχΞϦϯάͷ
    ॏཁੑ 
37. ɾࣾ಺֎ͷσʔλΛऩू͠ɺ࢖͍΍͍͢ܗࣜ৔ॴΛఏڙ͢Δ
    ɾ֤෦໳ͷσʔλ׆༻ࢪࡦΛυϥΠϒͤ͞Δ  ɹσʔλ׆༻Λࢧ͑ΔγεςϜ σʔλ׆༻ج൫
38. ࠓ͙͢ʹࡢ೔ͷച্Λݴ͑·͔͢ʁ
    ࡢ೔ʹൺ΂ͯ૿͍͑ͯ·͔͢ʁݮ͍ͬͯ·͔͢ʁ
    ೥લʹൺ΂ͯ૿͍͑ͯ·͔͢ʁݮ͍ͬͯ·͔͢ʁ
    िલʹൺ΂ͯ૿͍͑ͯ·͔͢ʁݮ͍ͬͯ·͔͢ʁ
    ಛʹͲͷ ސ٬૚c঎඼ΧςΰϦcྲྀೖܦ࿏ ͷച্͕มԽ͍ͯ͠·͔͢ʁ
    
    ͓٬༷ͷ͏ͪԿ໊͕ࠓ݄΋Ϧϐʔτ͍ͯ͠·͔͢ʁ
    Կਓ͕཭୤͠·͔ͨ͠ʁ
    ܧଓɾ཭୤ͷ܏޲͸ઌ݄ͱಉ͡Ͱ͔͢ʁڈ೥ͱಉ͡Ͱ͔͢ʁ  ɹσʔλΛ࢖͍͑ͯ·͔͢ʁ
39. &YDFMͰσʔλ෼ੳΛ͸͡ΊΑ͏ʂͰ͸ෆे෼
    
    ɾ౎߹Αֵ͘৽తͳΠϯαΠτ͕ݟ͔ͭΔ͜ͱ͸໓ଟʹͳ͍
    ɾϫϯϚϯܦӦऀ΍τοϓηʔϧεͷ,,%ʢצͱܦݧͱ౓ڳʣͷ΄͏͕
    ɹ୹ظతͳརӹʹߩݙ͠΍͍͢
    σʔλΛͲ͔͜ΒूΊΔͷʁ
    &YDFMͰ෼ੳ͢ΔͨΊͷσʔλΛɺ୭͔͕Ͳ͔͔͜Β࣋ͬͯ͘Δඞཁ͕͋Δ
    σʔλΛͲ͏΍ͬͯ࢖͏ͷʁ
    γεςϜԽ͠ͳ͚Ε͹ຖ೔ϞχλϦϯάͰ͖ͳ͍  ɹγεςϜԽͷඞཁੑ
40. σʔλ׆༻΍%9͕஫໨͞Ε͍ͯΔ͕
    ࣮ࡍʹϓϩδΣΫτΛਐΊΔͱσʔλ੔උͷ՝୊͕࣍ʑͱු্͢Δ  ɹσʔλͱγεςϜʹ·ͭΘΔ՝୊ ඞཁͳσʔλ͕
    ೖྗ͞Ε͍ͯͳ͍ ༻్Λ
    ࣮ݱͰ͖Δ΄Ͳ
    σʔλ඼࣭͕
    ߴ͘ͳ͍ ۩ମతʹ
    ͲͷΑ͏ʹσʔλΛ
    ࿈ܞ͢Δͷ͔
    ෼͔Βͳ͍
41.  ɹσʔλج൫ਓࡐ΁ͷ஫໨
    धཁ l
    z ฏۉ೥ऩͷߴ͍৬छ͸…(தུ)… ʮData Warehouse ArchitectʯͰ 15ສ4800υϧʢ1702ສ8000ԁʣ ITۀքͰฏۉ೥ऩͷߴ͍৬छ͸ιϑτ΢ΣΞΤϯδχΞ ϦϯάϚωʔδϟɺσʔλ΢ΣΞϋ΢εΞʔΩςΫτɺ ιϑτ΢ΣΞ։ൃϚωʔδϟͳͲɻถGlassdoor https://www.publickey1.jp/blog/18/itglassdoor.html
42.  ɹσʔλج൫ਓࡐ΁ͷ஫໨
    ڙڅ IUUQCIBUFOBOFKQFOUSZZV[VUBTIBUFOBCMPHDPNFOUSZ
43.  ɹΞδΣϯμ ͸͡Ίʹ
    σʔλج൫ͷཏ਑൫
    ͓ΘΓʹ ɾࣗݾ঺հ
    ɾ෯޿͍σʔλ׆༻ࢪࡦ
    ɾσʔλΤϯδχΞϦϯάͷॏཁੑ
    ɾ%BUB&OHJOFFSJOH4UVEZͱ͸
    ɾσʔλΞʔΩςΫνϟͷશମ૾
    ɾσʔλΛूΊΔ
    ɾσʔλΛஷΊΔ
    ɾσʔλΛՃ޻͢Δ
    ɾσʔλΛՄࢹԽ͢Δ
    ɾσʔλͷར༻Λଅ͢
    ɾσʔλ૊৫ΛӡӦ͢Δ
    ɾ·ͱΊ
    ɾUSPDDPʹΑΔߏங
44. %BUB&OHJOFFSJOH4UVEZͱ͸ 
45.  ɹ%BUB&OHJOFFSJOH4UVEZ
46. ೔ຊ࠷େڃͷσʔλΤϯδχΞϦϯάษڧձ
    ɾ։࠵਺
    
    ճ
    ೥݄ʹୈճ໨Λ༧ఆ
    ɾొஃ਺
    
    ຊ
    ɾྦྷܭࢀՃऀ
     
    ໊  ɹ%BUB&OHJOFFSJOH4UVEZͱ͸
47.  ɹ%BUB&OHJOFFSJOH4UVEZͷҙٛ IUUQTNPCJMFUXJUUFSDPNZV[VUBTTUBUVT
48. ୈճ
    Ϟμϯͳ%8)#*πʔϧͷબͼํͱɺ࣮ࡍͷӡ༻ࣄྫ
    ୈճ
    σʔλऩूج൫ͱσʔλ੔උͷ͜Ε·Ͱͱ͜Ε͔Β
    ୈճ
    ෼ੳج൫Λ͏·͘૊৫ʹਁಁͤ͞Δํ๏
    ୈճ
    σʔλ෼ੳج൫ͷো֐ରԠࣄྫ-5ࡇΓ
    ୈճ
    ӟͷ4OPXqBLF
    %FFQ
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    ୈճ
    3FETIJGU࠷৽Ξοϓσʔτͱ׆༻ࣄྫ
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    ݄։࠵༧ఆ  ɹ%BUB&OHJOFFSJOH4UVEZͷίϯςϯπ
49. ɾͲΕ΋ʮσʔλ෼ੳΛࢧ͑ΔγεςϜʯʹඞཁͳ࿩
    ɾશͯΛಡΈࠐΊ͹࠷ڧͷσʔλΤϯδχΞʹͳΕΔʁ
    ɾܰ͘ྲྀ͠ಡΈ͢Δ͚ͩͰ΋ʮཏ਑൫ʯʹͳΔ͸ͣ  ɹଟछଟ༷ͳςʔϚͷ
    
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50.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά
51.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈճ
52.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈճ ୈճ
53.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈճ ୈճ ୈճ
54.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈ  ճ ୈճ ୈճ ୈճ
55.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈ  ճ ୈ  ճ ୈճ ୈճ ୈճ
56.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈ  ճ ୈ  ճ ୈճ ୈճ ୈճ ୈճ
57.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈ  ճ ୈ  ճ ୈճ ୈճ ୈճ ୈճ ୈճ
58.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈ ճ ୈ  ճ ୈ  ճ ୈճ ୈճ ୈճ ୈճ ୈճ
59. ର৅
    ʮσʔλ෼ੳΛࢧ͑ΔγεςϜʯʹؔΘΔਓ
    ՝୊
    ʮԿΛͨ͠Β͍͍ͷʁʯͱ͍͏ٙ໰
    ʮ͜ΕͰ͋ͬͯΔͷʁʯͱ͍͏ෆ҆
    ఏڙՁ஋
    ʮ࣍͸͜ΕΛௐ΂ͯΈΑ͏ʯͱ͍͏ཏ਑൫  ɹ͜ͷొஃͷ֓ཁʢ࠶ܝʣ
60.  ɹΞδΣϯμ ͸͡Ίʹ
    σʔλج൫ͷཏ਑൫
    ͓ΘΓʹ ɾࣗݾ঺հ
    ɾ෯޿͍σʔλ׆༻ࢪࡦ
    ɾσʔλΤϯδχΞϦϯάͷॏཁੑ
    ɾ%BUB&OHJOFFSJOH4UVEZͱ͸
    ɾσʔλΞʔΩςΫνϟͷશମ૾
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    ɾσʔλΛஷΊΔ
    ɾσʔλΛՃ޻͢Δ
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    ɾUSPDDPʹΑΔߏங
61. σʔλΞʔΩςΫνϟͷ
    શମ૾ 
62.  ɹσʔλΞʔΩςΫνϟ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈճ
63. σʔλΞʔΩςΫνϟ σʔλͷྲྀΕ ͷશମ૾ʹ͍ͭͯ  ɹୈճ IUUQTXXXZPVUVCFDPNXBUDI WI':/VV"BJ5H
64. %BUB
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    ࣄۀΛ੒௕ͤ͞Δσʔλج൫Λ࡞Δʹ͸
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65. %BUB
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66. %BUB
    1MBUGPSN
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    ࣄۀΛ੒௕ͤ͞Δσʔλج൫Λ࡞Δʹ͸
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    !ZV[VUBT %8)੡඼ɿେن໛σʔλͷॲཧΛ࣮ݱ
67. %BUB
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    ࣄۀΛ੒௕ͤ͞Δσʔλج൫Λ࡞Δʹ͸
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    !ZV[VUBT ϫʔΫϑϩʔΤϯδϯɿॲཧͷྲྀΕΛ؅ཧ
68. %BUB
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    ࣄۀΛ੒௕ͤ͞Δσʔλج൫Λ࡞Δʹ͸
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69. ;0;0508/ͷࣄۀΛࢧ͑Δ#JH2VFSZͷ࿩
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70. GSFFFͷσʔλج൫ʹ͓͚Δ%8)#*ͷӡ༻ࣄྫ঺հ
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71.  ɹΞδΣϯμ ͸͡Ίʹ
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    ɾ෯޿͍σʔλ׆༻ࢪࡦ
    ɾσʔλΤϯδχΞϦϯάͷॏཁੑ
    ɾ%BUB&OHJOFFSJOH4UVEZͱ͸
    ɾσʔλΞʔΩςΫνϟͷશମ૾
    ɾσʔλΛूΊΔ
    ɾσʔλΛஷΊΔ
    ɾσʔλΛՃ޻͢Δ
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    ɾσʔλ૊৫ΛӡӦ͢Δ
    ɾ·ͱΊ
    ɾUSPDDPʹΑΔߏங
72. σʔλΛूΊΔ 
73.  ɹσʔλΛूΊΔ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈճ
74. σʔλऩूɾ੔උʹ͍ͭͯ
     ɹୈճ IUUQTXXXZPVUVCFDPNXBUDI WF&IX#*N$,,D
75. ࣄۀʹߩݙ͢Δσʔλج൫Λ࡞Ζ͏ɾߟ͑ํฤ
    IUUQTTQFBLFSEFDLDPNTIJOVEBUBFOHJOFFSJOHTUVEZ  ɹCZ
    !EBUB@BOBMZTU@ ʮσʔλऩूʯ͸σʔλ෼ੳͷͭͷϑΣʔζ
76. σʔλऩूͷجຊͱʮ+BQBO5BYJʯΞϓϦʹ͓͚Δ࣮ફྫ
    IUUQTXXXTMJEFTIBSFOFUUFUTVUBSPXBUBOBCFKBQBOUBYJ σʔλʹΑͬͯऩूํ๏͕ҟͳΔ  ɹCZ
    !GFUBSP
77. σʔλऩूͷجຊͱʮ+BQBO5BYJʯΞϓϦʹ͓͚Δ࣮ફྫ
    IUUQTXXXTMJEFTIBSFOFUUFUTVUBSPXBUBOBCFKBQBOUBYJ ୅දྫɿϑΝΠϧऩूɺ%#͔Βͷऩू  ɹCZ
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78. ʮ*P5σόΠεσʔλऩूͷ೉͍͠఺ʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ
    IUUQTXXXTMJEFTIBSFOFUUFUTVUBSPXBUBOBCFJPU  ɹCZ
    !GFUBSP *P5σόΠεͷσʔλऩू͸खڧ͍
79. ʮόονͱετϦʔϛϯάɺͦΕͧΕͷো֐ʹཱͪ޲͔͏ʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ
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    !TZV@DSFBN
80. ʮόονͱετϦʔϛϯάɺͦΕͧΕͷো֐ʹཱͪ޲͔͏ʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ
    IUUQTTQFBLFSEFDLDPNTZVDSFBNCBUVUJUPTVUPSJNJOHVTPSF[PSFGBMTF[IBOHIBJOJMJUJYJBOHLBV όονʹΑΔσʔλऩूͷϋϚΓͲ͜Ζ  ɹCZ
    !TZV@DSFBN
81. ʮόονͱετϦʔϛϯάɺͦΕͧΕͷো֐ʹཱͪ޲͔͏ʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ
    IUUQTTQFBLFSEFDLDPNTZVDSFBNCBUVUJUPTVUPSJNJOHVTPSF[PSFGBMTF[IBOHIBJOJMJUJYJBOHLBV ετϦʔϛϯάʹΑΔσʔλऩूͷϋϚΓͲ͜Ζ  ɹCZ
    !TZV@DSFBN
82. ʮো֐ɺղܾɺͦͷઌʹʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ
    IUUQTEPDTHPPHMFDPNQSFTFOUBUJPOE5@8#6;3#36$543)BJJ3#"ST,WJG1[-38MO-:FEJU σʔλྔͷ૿Ճʹ൐ͬͯΠϯϑϥΛεέʔϧͤ͞Δ͜ͱ͕ඞཁ  ɹCZ
    !TJTUB
83. ʮσʔλج൫඼࣭޲্ͷͨΊͷҰ೥ʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ
    IUUQTTQFBLFSEFDLDPNUUDDEEUPLJEFUBKJQBOQJO[IJYJBOHTIBOHGBMTFUBNFGBMTFOJBO σʔλͷ඼࣭Λఆٛͯ͠ɺ஗ԆΛࣗಈݕ஌͢Δ࢓૊ΈΛ࡞Δ  ɹCZ
    !UWUH@
84. ʮਖ਼֬ͳҙࢥܾఆΛ્Ή
    ໰୊ɾো֐ͱͷ޲͖߹͍ํʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ
    IUUQTXXXTMJEFTIBSFOFUTZPVTT σʔλ͕ॏෳ͍ͯ͠ͳ͍͔FUDʜσʔλ಺༰Λࣗಈݕ஌͢Δ࢓૊ΈΛ࡞Δ  ɹCZ
    !TZPV
85. ʮσʔλ෼ੳج൫ͷো֐Λະવʹ๷͙ͨΊͷνΣοΫϦετʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ
    IUUQTTQFBLFSEFDLDPNUBOBLBSJBODIFDLMJTUGPSQSFWFOUJOHJODJEFOUTPGEBUBNBOBHFNFOUTZTUFN ϦτϥΠͰႈ౳ੑΛ୲อ͢ΔɺσϓϩΠ࣌ʹܽଛΛ๷͙  ɹCZ
    !@TPUBSPO@
86. ϝϧΧϦʹ͓͚Δ෼ੳ؀ڥ੔උͷऔΓ૊Έ
    IUUQTTQFBLFSEFDLDPN@@IJ[B@@NFSVLBSJOJPLFSVGFOYJIVBOKJOH[IFOHCFJGBMTFRVSJ[VNJ γεςϜͷΞοϓσʔτʹ൐ͬͯɺݹ͍ج൫γεςϜ΍σʔλΛഇࢭ͢Δ  ɹCZ
    !@@IJ[B@@
87. ϝϧΧϦʹ͓͚Δ෼ੳ؀ڥ੔උͷऔΓ૊Έ
    IUUQTTQFBLFSEFDLDPN@@IJ[B@@NFSVLBSJOJPLFSVGFOYJIVBOKJOH[IFOHCFJGBMTFRVSJ[VNJ ݹ͍γεςϜ΍σʔλΛࢀর͍ͯ͠Δ,1*ɾར༻ऀΛνΣοΫ  ɹCZ
    !@@IJ[B@@
88. ʮϨΨγʔԽͨ͠EBUB
    QJQFMJOFͷഇࢭʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ
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89.  ɹΞδΣϯμ ͸͡Ίʹ
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    ɾ෯޿͍σʔλ׆༻ࢪࡦ
    ɾσʔλΤϯδχΞϦϯάͷॏཁੑ
    ɾ%BUB&OHJOFFSJOH4UVEZͱ͸
    ɾσʔλΞʔΩςΫνϟͷશମ૾
    ɾσʔλΛूΊΔ
    ɾσʔλΛஷΊΔ
    ɾσʔλΛՃ޻͢Δ
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    ɾσʔλ૊৫ΛӡӦ͢Δ
    ɾ·ͱΊ
    ɾUSPDDPʹΑΔߏங
90. σʔλΛஷΊΔ 
91.  ɹσʔλΛஷΊΔ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈ  ճ
92. 4OPXqBLF
    ʹ͍ͭͯ  ɹୈճ IUUQTXXXZPVUVCFDPNXBUDI W@L:8&OF6V
93. %8)ޚࡾՈͷ֤ಛ௃ͱબͼํʙ4OPXqBLFͱ#JH2VFSZͱ3FETIJGUͱʙ
    IUUQTTQFBLFSEFDLDPNDNUBNBJEXIZVTBOKJBGBMTFHFUF[IFOHUPYVBOCJGBOHTOPXqBLFUPCJHRVFSZUPSFETIJGUUP %8)ͷٕज़બఆ  ɹCZ
    UBNBJ
94. %8)ޚࡾՈͷ֤ಛ௃ͱબͼํʙ4OPXqBLFͱ#JH2VFSZͱ3FETIJGUͱʙ
    IUUQTTQFBLFSEFDLDPNDNUBNBJEXIZVTBOKJBGBMTFHFUF[IFOHUPYVBOCJGBOHTOPXqBLFUPCJHRVFSZUPSFETIJGUUP 4OPXqBLFͷັྗ  ɹCZ
    UBNBJ
95. %8)ޚࡾՈͷ֤ಛ௃ͱબͼํʙ4OPXqBLFͱ#JH2VFSZͱ3FETIJGUͱʙ
    IUUQTTQFBLFSEFDLDPNDNUBNBJEXIZVTBOKJBGBMTFHFUF[IFOHUPYVBOCJGBOHTOPXqBLFUPCJHRVFSZUPSFETIJGUUP %8)͝ͱʹίετͷߟ͑ํ͕ҟͳΔ  ɹCZ
    UBNBJ
96. 4OPXqBLF
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122. σʔλΛՄࢹԽ͢Δ 
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     ɾσʔλΛՃ޻͢Δ
     ɾσʔλΛՄࢹԽ͢Δ
     ɾσʔλͷར༻Λଅ͢
     ɾσʔλ૊৫ΛӡӦ͢Δ
     ɾ·ͱΊ
     ɾUSPDDPʹΑΔߏங
148. σʔλͷར༻Λଅ͢ 
149.  ɹσʔλͷར༻Λଅ͢ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈճ
150. σʔλج൫ͷ׆༻ଅਐʹ͍ͭͯ  ɹୈճ IUUQTXXXZPVUVCFDPNXBUDI W*$S1C:"T
151. σʔλ෼ੳج൫ͷਁಁʹඞཁͳ͜ͱ
     IUUQTTQFBLFSEFDLDPNUFUTVSPJUPEBUBFOHJOFFSJOHTUVEZOVNCFSKJEJBPKJBOHZBOEFUBGFOYJKJQBOGBMTFKJOUPVOJCJZBPOBLPUPGBDDBCGG σʔλج൫Λ૊৫ʹਁಁͤ͞ΔͨΊʹඞཁͳ͜ͱ  ɹCZ
     !UFUTVSPJUP
152. σʔλ෼ੳج൫ͷਁಁʹඞཁͳ͜ͱ
     IUUQTTQFBLFSEFDLDPNUFUTVSPJUPEBUBFOHJOFFSJOHTUVEZOVNCFSKJEJBPKJBOHZBOEFUBGFOYJKJQBOGBMTFKJOUPVOJCJZBPOBLPUPGBDDBCGG ۀ຿ͷαΠΫϧʹσʔλ׆༻Λ૊ΈࠐΉ  ɹCZ
     !UFUTVSPJUP
153. ʮσʔλ؅ཧʹॏཁͳ͜ͱ͸ࣄۀͱ૊৫ͷཧղͩͬͨʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ
     IUUQTXXXTMJEFTIBSFOFUNPOPUBSPJUEQSEBUBFOHJOFFSJOHTUVEZ Ϟϊλϩ΢ͷྫɿσʔλͷ࢓༷೺Ѳ΍׆༻ʹ͸ɺ֤෦໳ͷۀ຿஌͕ࣝෆՄܽ  ɹCZ
     /BPUP
     :PTIJNPUP
154. ʮσʔλ؅ཧʹॏཁͳ͜ͱ͸ࣄۀͱ૊৫ͷཧղͩͬͨʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ
     IUUQTXXXTMJEFTIBSFOFUNPOPUBSPJUEQSEBUBFOHJOFFSJOHTUVEZ Ϟϊλϩ΢ͷྫɿۀ຿୲౰ऀ΍ΤϯδχΞ͕ࣗ෼Ͱσʔλ੔උͰ͖Δ࢓૊Έ  ɹCZ
     /BPUP
     :PTIJNPUP
155. ࢿྉඇެ։ͷͨΊ
     IUUQTCMPHUSPDDPJPEFWBSUJDMFTEBUBFOHJOFFSJOHTUVEZWPM
     ͔Β঺հ FVSFLBͷྫɿ෼ੳऀ͕தؒςʔϒϧΛ࡞੒͠ɺਓࣄධՁʹܨ͕Δମ੍  ɹCZ
     !UBNBLJ
156. ࢿྉඇެ։ͷͨΊ
     IUUQTCMPHUSPDDPJPEFWBSUJDMFTEBUBFOHJOFFSJOHTUVEZWPM
     ͔Β঺հ FVSFLBͷྫɿ#*πʔϧʢ5BCMFBVʣͷࣾ಺ษڧձʹΑΔར༻ଅਐ  ɹCZ
     !UBNBLJ
157. ෼ੳج൫ͱ૊৫ͷ͋Γํ
     
     %F/"ͷࣄྫ
     IUUQTTQFBLFSEFDLDPNEFOB@UFDIGFOYJKJQBOUP[V[IJGBMTFBSJGBOHEFOBGBMTFTIJMJ %F/"ͷྫɿར༻ଅਐͷͨΊʹج൫νʔϜΛػೳผ͔Β໨తผʹ૊৫࡮৽  ɹCZ
     !IBTFSJUDIJF
158.  ɹΞδΣϯμ ͸͡Ίʹ
     σʔλج൫ͷཏ਑൫
     ͓ΘΓʹ ɾࣗݾ঺հ
     ɾ෯޿͍σʔλ׆༻ࢪࡦ
     ɾσʔλΤϯδχΞϦϯάͷॏཁੑ
     ɾ%BUB&OHJOFFSJOH4UVEZͱ͸
     ɾσʔλΞʔΩςΫνϟͷશମ૾
     ɾσʔλΛूΊΔ
     ɾσʔλΛஷΊΔ
     ɾσʔλΛՃ޻͢Δ
     ɾσʔλΛՄࢹԽ͢Δ
     ɾσʔλͷར༻Λଅ͢
     ɾσʔλ૊৫ΛӡӦ͢Δ
     ɾ·ͱΊ
     ɾUSPDDPʹΑΔߏங
159. σʔλ૊৫ΛӡӦ͢Δ 
160.  ɹσʔλ૊৫ΛӡӦ͢Δ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈճ
161. σʔλ૊৫ͷӡӦʹ͍ͭͯ  ɹୈճ IUUQTXXXZPVUVCFDPNXBUDI W1$O%W1BH
162. ʮϑϧελοΫҰਓ໨σʔλΞφϦετ͕σʔλج൫Λ࡞͓ͬͨ࿩ʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ
     IUUQTTQFBLFSEFDLDPNTIPNBFLBXBIVSVTVUBUVLVSFONVEFUBBOBSJTVUPHBEFUBKJQBOXP[VPUVUBPIVB 01&/ͷྫɿਓ໨ͷσʔλਓࡐ  ɹCZ
     !XJMMBOBMZTUT
163. ʮϑϧελοΫҰਓ໨σʔλΞφϦετ͕σʔλج൫Λ࡞͓ͬͨ࿩ʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ
     IUUQTTQFBLFSEFDLDPNTIPNBFLBXBIVSVTVUBUVLVSFONVEFUBBOBSJTVUPHBEFUBKJQBOXP[VPUVUBPIVB 01&/ͷྫɿσʔλͷੜ੒ݩͱͳΔۀ຿πʔϧ΋੔උ  ɹCZ
     !XJMMBOBMZTUT
164. σʔλ෼ੳͱࢲͨͪ
     IUUQTTQFBLFSEFDLDPNPEBTIEFUBGFOYJUPTJUBUJ หޢ࢜υοτίϜͷྫɿࣾһ਺໊ˠσʔλ෦໳ͷ্ཱͪ͛  ɹCZ
     U@PEBTI
165. σʔλ෼ੳͱࢲͨͪ
     IUUQTTQFBLFSEFDLDPNPEBTIEFUBGFOYJUPTJUBUJ หޢ࢜υοτίϜͷྫɿࣾһ਺໊ˠձٞମ΍૬ஊνϟϯωϧͷ੔උ  ɹCZ
     U@PEBTI
166. $MBTTJͷσʔλ૊৫ͷาΈ
     IUUQTTQFBLFSEFDLDPNUFUTVSPJUPEBUBFOHJOFFSJOHTUVEZOVNCFSDMBTTJGBMTFEFUB[V[IJGBMTFCVNJ $MBTTJͷྫɿࣾһ਺໊ˠσʔλ૊৫ͷதͰ΋৬छ͕෼͔ΕΔ  ɹCZ
     !UFUTVSPJUP
167. $MBTTJͷσʔλ૊৫ͷาΈ
     IUUQTTQFBLFSEFDLDPNUFUTVSPJUPEBUBFOHJOFFSJOHTUVEZOVNCFSDMBTTJGBMTFEFUB[V[IJGBMTFCVNJ $MBTTJͷྫɿσʔλ૊৫͕ࠓͷܗʹͳΔ·ͰͷܦҢ  ɹCZ
     !UFUTVSPJUP
168. $MBTTJͷσʔλ૊৫ͷาΈ
     IUUQTTQFBLFSEFDLDPNUFUTVSPJUPEBUBFOHJOFFSJOHTUVEZOVNCFSDMBTTJGBMTFEFUB[V[IJGBMTFCVNJ $MBTTJͷྫɿσʔλ૊৫ͷϙϦγʔͱ୲౰είʔϓ  ɹCZ
     !UFUTVSPJUP
169. -*/&ͷσʔλ෼ੳ૊৫ͷ঺հ
     IUUQTTQFBLFSEFDLDPNMJOF@EFWFMPQFSTJOUSPEVDUJPOUPMJOFEBUBBOBMZTJTPSHBOJ[BUJPO -*/&ͷྫɿࣾһ਺ ໊
     ˠ
     ໾ׂʹԠͯͭ͡ͷ෦ॺ  ɹCZ
     !TIOTL
170. -*/&ͷσʔλ෼ੳ૊৫ͷ঺հ
     IUUQTTQFBLFSEFDLDPNMJOF@EFWFMPQFSTJOUSPEVDUJPOUPMJOFEBUBBOBMZTJTPSHBOJ[BUJPO -*/&ͷྫɿࣾһ਺ ໊
     ˠ
     ͦΕͧΕͷ෦ॺʹͭͷ৬छ  ɹCZ
     !TIOTL
171. ʮෳ਺σʔλج൫ͷಁ໌ԽʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ
     IUUQTTQFBLFSEFDLDPNZVZBNBEBGVTIVEFUBKJQBOGBMTFUPVNJOHIVB ϦΫϧʔτͷྫɿࣾһ਺ ໊
     ˠ
     ࣄۀ͝ͱʹσʔλج൫͕ෳ਺ଘࡏ  ɹCZ
     !OJJ@ZBO
172. ʮෳ਺σʔλج൫ͷಁ໌ԽʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ
     IUUQTTQFBLFSEFDLDPNZVZBNBEBGVTIVEFUBKJQBOGBMTFUPVNJOHIVB ϦΫϧʔτͷྫɿࣾһ਺ ໊
     ˠ
     ޓ͍ͷ৘ใަ׵ͷͨΊʹࣾ಺ษڧձ  ɹCZ
     !OJJ@ZBO
173. ʮো֐͸νϟϯεͩʂ
     ো֐Λલ޲͖ʹଊ͑Δʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ
     IUUQTTQFBLFSEFDLDPNSUFDILPVIPV[IBOHIBJIBUJZBOTVEB[IBOHIBJXPRJBOYJBOHLJOJ[IVPFSV ϦΫϧʔτͷྫɿো֐ରԠΛ௨ͯ͠νʔϜֶ͕ͼΛಘΔΑ͏ʹ࢓૊ΈԽ  ɹCZ
     !OJJ@ZBO
174.  ɹΞδΣϯμ ͸͡Ίʹ
     σʔλج൫ͷཏ਑൫
     ͓ΘΓʹ ɾࣗݾ঺հ
     ɾ෯޿͍σʔλ׆༻ࢪࡦ
     ɾσʔλΤϯδχΞϦϯάͷॏཁੑ
     ɾ%BUB&OHJOFFSJOH4UVEZͱ͸
     ɾσʔλΞʔΩςΫνϟͷશମ૾
     ɾσʔλΛूΊΔ
     ɾσʔλΛஷΊΔ
     ɾσʔλΛՃ޻͢Δ
     ɾσʔλΛՄࢹԽ͢Δ
     ɾσʔλͷར༻Λଅ͢
     ɾσʔλ૊৫ΛӡӦ͢Δ
     ɾ·ͱΊ
     ɾUSPDDPʹΑΔߏங
175. ·ͱΊ 
176. ର৅
     ʮσʔλ෼ੳΛࢧ͑ΔγεςϜʯʹؔΘΔਓ
     ՝୊
     ʮԿΛͨ͠Β͍͍ͷʁʯͱ͍͏ٙ໰
     ʮ͜ΕͰ͋ͬͯΔͷʁʯͱ͍͏ෆ҆
     ఏڙՁ஋
     ʮ࣍͸͜ΕΛௐ΂ͯΈΑ͏ʯͱ͍͏ཏ਑൫  ɹ͜ͷొஃͷ֓ཁ
     ࠶ܝ
177. ୈճ
     Ϟμϯͳ%8)#*πʔϧͷબͼํͱɺ࣮ࡍͷӡ༻ࣄྫ
     ୈճ
     σʔλऩूج൫ͱσʔλ੔උͷ͜Ε·Ͱͱ͜Ε͔Β
     ୈճ
     ෼ੳج൫Λ͏·͘૊৫ʹਁಁͤ͞Δํ๏
     ୈճ
     σʔλ෼ੳج൫ͷো֐ରԠࣄྫ-5ࡇΓ
     ୈճ
     ӟͷ4OPXqBLF
     %FFQ
     %JWF
     
     ࠃ಺ࣄྫɾଞ%8)ͱͷൺֱ
     ୈճ
     վΊֶͯͿɺ#JH2VFSZపఈೖ໳
     ୈճ
     3FETIJGU࠷৽Ξοϓσʔτͱ׆༻ࣄྫ
     ୈճ
     #*πʔϧಛूʵ044ɾ঎༻ͷ্ख͍࢖͍෼͚
     ୈճ
     اۀن໛ผσʔλΤϯδχΞ૊৫ͷ࡞Γํ
     ୈճ
     Ԧಓ#*πʔϧಛू
     5BCMFBV
     
     1PXFS#*
     
     (PPHMFσʔλϙʔλϧ
     ୈճ
     ࣾͷσʔλΤϯδχΞ͕ৼΓฦΔ
     ୈճ
     ΤϯδχΞͷͨΊͷʮσʔλՄࢹԽʯೖ໳
     ୈճ
     &-5ɾσʔλϞσϦϯά
     ݄։࠵༧ఆ  ɹ%BUB&OHJOFFSJOH4UVEZͷίϯςϯπ ࠶ܝ
178. ɾͲΕ΋ʮσʔλ෼ੳΛࢧ͑ΔγεςϜʯʹඞཁͳ࿩
     ɾશͯΛಡΈࠐΊ͹࠷ڧͷσʔλΤϯδχΞʹͳΕΔʁ
     ɾܰ͘ྲྀ͠ಡΈ͢Δ͚ͩͰ΋ʮཏ਑൫ʯʹͳΔ͸ͣ  ɹଟछଟ༷ͳςʔϚͷ
     
     TMJEFT
     ࠶ܝ
179.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ࠶ܝ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈ ճ ୈ  ճ ୈ  ճ ୈճ ୈճ ୈճ ୈճ ୈճ
180. ͥͻ5XJUUFS
     %BUB&OHJOFFSJOH4UVEZ
     ʹ౤ථίϝϯτΛد͍ͤͯͩ͘͞ʂ
     ଞʹ΋ʮ͜Ε͕ฉ͖͍ͨʯʮ͜ΕΛ࿩͍ͨ͠ʯΞΠσΞΛืूதͰ͢ʂ  ɹࠓޙͷ%&4Ͱѻ͍͍ͨςʔϚ
     Ҋ &5-πʔϧ
     FH
     pWFUSBO
     "JSCZUF δϣϒ؅ཧπʔϧ
     FH
     "JSqPX
     %JHEBH σʔλϞσϦϯά
     FH
     %BUB
     7BMVU
      σʔλ෼ੳख๏
     FHސ٬෼ੳ
     ঎඼෼ੳ .PEFSO
     %BUB
     4UVDL
     ֓࿦ SFWFSTF
     &5- ϦτϥΠɾႈ౳ੑͷઃܭ ໊دͤ ޮՌଌఆ
     FH
     ""ςετ σʔλϚωδϝϯτ ಗ໊Ճ޻ɾϓϥΠόγʔอޢ Φʔϓϯσʔλ
     FHॅॴϚελ ෼ࢄॲཧͷجຊ 4QBSLೖ໳ &3ઃܭೖ໳ .-
     0QTೖ໳ ػցֶश
     ೖ໳
181.  ɹΞδΣϯμ ͸͡Ίʹ
     σʔλج൫ͷཏ਑൫
     ͓ΘΓʹ ɾࣗݾ঺հ
     ɾ෯޿͍σʔλ׆༻ࢪࡦ
     ɾσʔλΤϯδχΞϦϯάͷॏཁੑ
     ɾ%BUB&OHJOFFSJOH4UVEZͱ͸
     ɾσʔλΞʔΩςΫνϟͷશମ૾
     ɾσʔλΛूΊΔ
     ɾσʔλΛஷΊΔ
     ɾσʔλΛՃ޻͢Δ
     ɾσʔλΛՄࢹԽ͢Δ
     ɾσʔλͷར༻Λଅ͢
     ɾσʔλ૊৫ΛӡӦ͢Δ
     ɾ·ͱΊ
     ɾUSPDDPʹΑΔߏங
182. USPDDPʹΑΔߏங
     ˞USPDDP͸ຊΠϕϯτͷӡӦݩͰ͋Δ
     גࣜձࣾQSJNF/VNCFS༷͕ఏڙ͢ΔαʔϏεͰ͢ 
183. &5-΍ϫʔΫϑϩʔΛߏஙͰ͖Δ4BB4
      ɹUSPDDPͱ͸ IUUQTTQFBLFSEFDLDPNZV[VUBT
184.  ɹUSPDDPͰσʔλΛूΊΔ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά
185. ೔ຊಠࣗͷ4BB4͔ΒσʔλΛऩूͰ͖Δ
      ɹUSPDDPͰσʔλΛूΊΔ IUUQTTQFBLFSEFDLDPNZV[VUBT
186.  ɹUSPDDPͰσʔλΛՃ޻͢Δ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά
187. ΞφϦετ͕42-ͰϫʔΫϑϩʔΛ૊ΊΔ
      ɹUSPDDPͰσʔλΛՃ޻͢Δ IUUQTCMPHUSPDDPJPUSJBMZV[VUBTUSPDDPSFWJFX
     ΑΓ
188.  ɹUSPDDPͰσʔλͷར༻Λଅ͢ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά
189. σʔλར༻ऀ͕ࣗ෼Ͱσʔλͷ࿈ܞɾՃ޻Λߦ͑Δ
      ɹUSPDDPͰσʔλͷར༻Λଅ͢ IUUQTTQFBLFSEFDLDPNZV[VUBT
190. %BUB&OHJOFFSJOH4UVEZͰͷUSPDDPܝࡌεϥΠυ
     
     %&4
     ౉෦͞Μൃදࢿྉ
     Q
     IUUQTXXXTMJEFTIBSFOFUUFUTVUBSPXBUBOBCFKBQBOUBYJ
     
     %&4
     ϠϓϦѨ෦͞Μൃදࢿྉ
     Q 
     IUUQTXXXTMJEFTIBSFOFU.BTBUPTIJ"CFMPPLFSEBUBFOHJOFFSJOHTUVEZ
     
     %&4
     หޢ࢜υοτίϜখాౡ͞Μൃදࢿྉ
     Q
     IUUQTTQFBLFSEFDLDPNPEBTIEFUBGFOYJUPTJUBUJ TMJEF
     %&4
     0QFO
     લଆ͞Μൃදࢿྉ
     Q
     IUUQTTQFBLFSEFDLDPNTIPNBFLBXBIVSVTVUBUVLVSFONVEFUBBOBSJTVUPHBEFUBKJQBOXP[VPUVUBPIVB TMJEF
     
     %&4
     λΠϛʔ౔઒͞Μൃදࢿྉ
     Q
     IUUQTTQFBLFSEFDLDPNUUDDEEUPLJEFUBKJQBOQJO[IJYJBOHTIBOHGBMTFUBNFGBMTFOJBO TMJEF  ɹUSPDDPʹΑΔߏஙྫ
191. %&4
     ౉෦͞Μൃදࢿྉ
     Q
     IUUQTXXXTMJEFTIBSFOFUUFUTVUBSPXBUBOBCFKBQBOUBYJ  ɹUSPDDPʹΑΔߏஙྫᶃ
192. %&4
     ϠϓϦѨ෦͞Μൃදࢿྉ
     Q 
     IUUQTXXXTMJEFTIBSFOFU.BTBUPTIJ"CFMPPLFSEBUBFOHJOFFSJOHTUVEZ  ɹUSPDDPʹΑΔߏஙྫᶄ
193. %&4
     หޢ࢜υοτίϜখాౡ͞Μൃදࢿྉ
     Q
     IUUQTTQFBLFSEFDLDPNPEBTIEFUBGFOYJUPTJUBUJ TMJEF  ɹUSPDDPʹΑΔߏஙྫᶅ
194. %&4
     0QFO
     લଆ͞Μൃදࢿྉ
     Q
     IUUQTTQFBLFSEFDLDPNTIPNBFLBXBIVSVTVUBUVLVSFONVEFUBBOBSJTVUPHBEFUBKJQBOXP[VPUVUBPIVB TMJEF  ɹUSPDDPʹΑΔߏஙྫᶆ
195. %&4
     λΠϛʔ౔઒͞Μൃදࢿྉ
     Q
     IUUQTTQFBLFSEFDLDPNUUDDEEUPLJEFUBKJQBOQJO[IJYJBOHTIBOHGBMTFUBNFGBMTFOJBO TMJEF  ɹUSPDDPʹΑΔߏஙྫᶇ
196. ʮUSPDDP
     ΏͣͨͦʯͰݕࡧʂ
      ɹUSPDDPͷར༻ํ๏ IUUQTCMPHUSPDDPJPDBUFHPSZUSJBM
197. ࠷ޙʹએ఻ 
198.  ɹҊ݅Λ͝૬ஊ͍ͩ͘͞ ٕज़ސ໰ डୗ։ൃ اۀݚम
199.  ɹ஥ؒΛืू͍ͯ͠·͢ %BUB
     "OBMZUJDT
     &OHJOFFS
     
     %BUB
     "OBMZUJDT
     $POTVMUBOU
     ओͳۀ຿
     ɾσʔλύΠϓϥΠϯͷاըɺߏஙɺӡ༻
     ɾϞχλϦϯά׆༻ʹΑΔۀ຿վળࢧԉ
     ಇ͖ํ
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     બߟ՝୊ʮ,%&$ʯ΁ͷ௅ઓΛͥͻ͝ݕ౼͍ͩ͘͞
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200.  ɹաڈͷొஃࢿྉ
201.  ɹաڈͷࣥචॻ੶
202. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠