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質とスピード(AWS Dev Day 2023 Tokyo 特別編、質疑応答用資料付き) / Quality and Speed AWS Dev Day 2023 Tokyo Edition

質とスピード(AWS Dev Day 2023 Tokyo 特別編、質疑応答用資料付き) / Quality and Speed AWS Dev Day 2023 Tokyo Edition

AWS Dev Day 2023 Tokyo
GS-1-2 | 6月 22 日(木)10:55 - 11:45

Takuto Wada

June 22, 2023
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  1. ࣭ͱεϐʔυ
    ࿨ా୎ਓ !U@XBEB

    ʙιϑτ΢ΣΞ։ൃͷయܕతͳޡղΛղ͘ʙ
    ʢ"84%FW%BZ5PLZPಛผฤʣ
    📷🙆🙆 "84%FW%BZ
    rev.2
    +VO

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  2. ೥͔ΒΞοϓσʔτΛॏͶ͖ͯͨߨԋͷ೥ՆಛผฤͰ͢
    IUUQTTQFBLFSEFDLDPNUXBEB
    "84%FW%BZ5PLZPʹ߹Θͤͯ಺༰ΛߜΓͭͭ
    վగͨ͠΋ͷ͕ࠓճͷߨԋࢿྉͰ͢


    Ն

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  3. &0' &OHJOFFSJOH0SHBOJ[BUJPO'FTUJWBM
    ొஃɺॳԋ
    גࣜձࣾϝϧΧϦࣾ಺ߨԋ
    σϒαϛొஃ
    /55ίϛϡχέʔγϣϯζגࣜձࣾࣾ಺ߨԋ
    ब׆ੜ޲͚ΧϯϑΝϨϯεٕҭࡇొஃ
    /55ίϛϡχέʔγϣϯζגࣜձࣾࣾ֎ٕज़ΧϯϑΝϨϯε
    ιϑτ΢ΣΞςετγϯϙδ΢Ϝ+B445`۝भجௐߨԋ
    גࣜձࣾϦΫϧʔτࣾ಺ߨԋ
    ொాιϑτ΢ΣΞৼڵձίϛϡχςΟߨԋ
    ΠϯϑΥίϜגࣜձࣾࣾ಺ߨԋ
    /55ςΫϊΫϩεגࣜձࣾࣾ಺ߨԋ
    )BNFFגࣜձࣾࣾ಺ߨԋ
    גࣜձࣾϢʔβϕʔεࣾ಺ߨԋ
    ύφιχοΫגࣜձࣾࣾ಺ٕज़ΧϯϑΝϨϯεجௐߨԋ
    גࣜձࣾϦίʔࣾ಺ٕज़ΧϯϑΝϨϯεجௐߨԋ
    ιϑτ΢ΣΞςετγϯϙδ΢Ϝ+B445࢛ࠃجௐߨԋ
    ΫϦΤʔγϣϯϥΠϯגࣜձࣾࣾ಺ߨԋ
    גࣜձࣾ8PSLT)VNBO*OUFMMJHFODFࣾ಺ߨԋ
    גࣜձࣾιχοΫϜʔϒࣾ಺ߨԋ
    /&$ιϦϡʔγϣϯΠϊϕʔλגࣜձࣾࣾ಺ߨԋ
    $IBUXPSLגࣜձࣾࣾ಺ߨԋ
    גࣜձࣾӬ࿨γεςϜϚωδϝϯτࣾ಺ߨԋ
    גࣜձࣾ.POPUB30ࣾ಺ٕज़ΧϯϑΝϨϯεجௐߨԋ
    ΫοΫύουגࣜձࣾࣾ಺ߨԋ
    ϔΠגࣜձࣾࣾ಺ߨԋ
    גࣜձࣾλΠϛʔࣾ಺ߨԋ
    ςΫϚτϦοΫεגࣜձࣾηϛφʔొஃ
    ब׆ੜ޲͚ΧϯϑΝϨϯεٕҭࡇొஃ
    ϨόςοΫגࣜձࣾϨόςοΫςοΫϑΣεळجௐߨԋ
    גࣜձࣾϕϦαʔϒϕϦαʔϒΞΧσϛοΫΠχγΞςΟϒجௐߨԋ
    αΠϘ΢ζגࣜձࣾࣾ಺ߨԋ
    γϯϓϨΫεגࣜձࣾࣾ಺ΧϯϑΝϨϯεجௐߨԋ
    5743&(;"גࣜձࣾࣾ಺ߨԋ
    /55ίϛϡχέʔγϣϯζגࣜձࣾࣾ಺ߨԋ
    גࣜձࣾΞΠεϦʔσβΠϯࣾ಺ߨԋ
    גࣜձࣾ$"35"$0..6/*$"5*0/4ࣾ಺ߨԋ
    "84%FW%BZ5PLZPθωϥϧηογϣϯొஃ
    ʮ࣭ͱεϐʔυʯߨԋཤྺ

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  4. ͜ͷߨԋͷؔ࿈Ϧιʔε͕ࠓޙެ։͞ΕΔ͔΋͠Ε·ͤΜ
    ެ։͞ΕͨΒTQFBLFSEFDLͷಉҰ63-Ͱ
    ࢿྉΛΞοϓσʔτ͠·͢

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  5. ༩͑ΒΕͨ࣌ؒʹରͯ͠΍Δ΂͖͜ͱ͕ଟ͗͢Δ৔߹ɺͲ͏͢΂͖͔
    B
    είʔϓΛ࡟Δ
    C
    ΋ͬͱਓΛ૿΍͢
    D
    ϦϦʔε೔ΛԆظ͢Δ
    E
    ඼࣭Λ٘ਜ਼ʹ͢Δ
    ʰΞδϟΠϧαϜϥΠʱQ
    ߥͿΔ࢛ఱԦ͕͋ΒΘΕͨʂ

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  6. ༩͑ΒΕͨ࣌ؒʹରͯ͠΍Δ΂͖͜ͱ͕ଟ͗͢Δ৔߹ɺͲ͏͢΂͖͔
    B
    είʔϓΛ࡟Δ
    C
    ΋ͬͱਓΛ૿΍͢
    D
    ϦϦʔε೔ΛԆظ͢Δ
    E
    ඼࣭Λ٘ਜ਼ʹ͢Δ
    ʰΞδϟΠϧαϜϥΠʱQ
    ݱ৔Ͱબ୒͕ͪ͠ͳ͜ͱ
    👉

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  7. w୹ظతʹ͸ಘΒΕΔ
    wதظతʹ͸ٯޮՌʹͳΓͦ͏
    w௕ظతʹ͸க໋ইʹͳΔ
    Ծઆ඼࣭Λ٘ਜ਼ʹ͢Ε͹εϐʔυ͸ಘΒΕΔʁ

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  8. ͜͜Ͱ͍͏ʮ඼࣭ʯͱ͸ʁ
    ʮ୹ظతதظతʯͷڥ໨͸ʁ
    ͭͷٙ໰

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  9. ͜͜Ͱ͍͏ʮ඼࣭ʯͱ͸ʁ
    ʮ୹ظతதظతʯͷڥ໨͸ʁ
    ·ͣ͸ͪ͜Βͷ໰͍͔ΒΞϓϩʔν

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  10. "DDFTTJCJMJUZ
    "EBQUBCJMJUZ
    "ENJOJTUSBCJMJUZ
    "OBMZ[BCJMJUZ
    "VEJUBCJMJUZ
    "WBJMBCJMJUZ
    $BMJCSBCJMJUZ
    $IBOHFBCJMJUZ
    $PNQBUJCJMJUZ
    $PO
    fi
    HVSBCJMJUZ
    &YQMPJUBCJMJUZ
    &YUFOTJCJMJUZ
    'MFYJCJMJUZ
    'VODUJPOBMJUZ
    *OTUBMMBCJMJUZ
    *OUFHSBCJMJUZ
    *OUFSOBUJPOBMJ[BCJMJUZ
    *OUFSPQFSBCJMJUZ
    -FBSOBCJMJUZ
    .BJOUBJOBCJMJUZ
    .BSLFUBCJMJUZ
    .BUVSJUZ
    .PEJ
    fi
    BCJMJUZ
    0QFSBCJMJUZ
    1FSTPOBMJ[BCJMJUZ
    1PSUBCJMJUZ
    3FDPWFSBCJMJUZ
    3FMJBCJMJUZ
    3FQMBDFBCJMJUZ
    3FVTBCJMJUZ
    4DBMBCJMJUZ
    4FDVSJUZ
    4FOTJUJWJUZ
    4UBCJMJUZ
    4VJUBCJMJUZ
    4VQQPSUBCJMJUZ
    5FTUBCJMJUZ
    5SBDFBCJMJUZ
    5SBOTBDUJPOBMJUZ
    6OEFSTUBOEBCJMJUZ
    6QHSBEFBCJMJUZ
    6TBCJMJUZ
    BOENPSF
    JMJUJFTΛฒ΂Δͱͨ͘͞Μ͋Γ͗͢Δʂ

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  11. ϞσϦϯά
    ༷ʑͳࢹ఺Λ੾Γޱʹͯ͠
    ෳࡶͰ޿ൣͳੈքΛ
    ཱମతʹཧղ͢ΔࢼΈ

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  12. 42VB3&඼࣭Ϟσϧར༻࣌ͷ඼࣭ͱ੡඼඼࣭
    IUUQTXXXJQBHPKQTFDSFQPSUT@IUNM

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  13. 42VB3&඼࣭Ϟσϧར༻࣌ͷ඼࣭ͱ੡඼඼࣭
    IUUQTXXXJQBHPKQTFDSFQPSUT@IUNM

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  14. 42VB3&඼࣭Ϟσϧར༻࣌ͷ඼࣭ͱ੡඼඼࣭
    IUUQTXXXJQBHPKQTFDSFQPSUT@IUNM

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  15. IUUQTXXXJQBHPKQTFDSFQPSUT@IUNM
    ಺෦඼࣭ͷडӹऀඃ֐ऀ͸։ൃνʔϜࣗ਎ͳͷͰɺࣗ෼
    ͕ͨͪ٘ਜ਼ʹͳΔ͜ͱͰௐ੔ίετ͕௿͍಺෦඼࣭ͷํ
    Λ࡟Δͱ͍͏൑அΛ͕ͪ͠ͳͷͰ͸ͳ͍͔
    ٘ਜ਼ʹ͞ΕΔͷ͸಺෦඼࣭ʢ*OUFSOBM2VBMJUZʣ

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  16. ࿨ా୎ਓ !U@XBEB

    ࣭ͱεϐʔυ
    ʙιϑτ΢ΣΞ։ൃͷయܕతͳޡղΛղ͘ʙ

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  17. ࿨ా୎ਓ !U@XBEB

    ಺෦඼࣭ͱεϐʔυ
    ʙιϑτ΢ΣΞ։ൃͷయܕతͳޡղΛղ͘ʙ

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  18. ಺෦඼࣭ͷதͰ٘ਜ਼ʹ
    ๋͛ΒΕͨ΋ͷ͸Կ͔

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  19. 42VB3&඼࣭Ϟσϧ੡඼඼࣭ͷ඼࣭ಛੑͱ඼࣭෭ಛੑ
    IUUQTXXXJQBHPKQTFDSFQPSUT@IUNM

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  20. อकੑ .BJOUBJOBCJMJUZ

    IUUQTXXXJQBHPKQTFDSFQPSUT@IUNM

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  21. ࿨ా୎ਓ !U@XBEB

    ಺෦඼࣭ͱεϐʔυ
    ʙιϑτ΢ΣΞ։ൃͷయܕతͳޡղΛղ͘ʙ

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  22. ࿨ా୎ਓ !U@XBEB

    อकੑͱεϐʔυ
    ʙιϑτ΢ΣΞ։ൃͷయܕతͳޡղΛղ͘ʙ

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  23. อकੑΛ
    ٘ਜ਼ʹ๋͛Δͱ
    Ͳ͏ͳΔ͔

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  24. ʮ͋ͱͰΫϦʔϯʹ͢Ε͹͍͍Αɻઌʹࢢ৔ʹग़͞ͳ͚Ε͹ʂʯ
    ։ൃऀ͸ͦ͏΍͍ͬͯͭ΋͝·͔͢ɻ͕ͩɺ͋ͱͰΫϦʔϯʹ͢Δ͜ͱ͸ͳ
    ͍ɻࢢ৔͔ΒͷϓϨογϟʔ͸ࢭ·Βͳ͍͔Βͩɻʮઌʹࢢ৔ʹग़͞ͳ͚
    Ε͹ʯͱ͍͏͜ͱ͸ɺޙΖʹڝ߹ଞ͕ࣾେ੎͍Δͱ͍͏͜ͱͰ͋Δɻڝ߹
    ଞࣾʹ௥͍ൈ͔Εͳ͍ͨΊʹ͸ɺ͜Ε͔Β΋૸Γଓ͚Δ͔͠ͳ͍ɻ
    ͦͷ݁Ռɺ։ൃऀ͸ϞʔυΛ੾Γସ͑Δ͜ͱ͕Ͱ͖ͳ͍ɻ࣍ͷػೳɺ·ͨ
    ࣍ͷػೳɺ·ͨ·ͨ࣍ͷػೳΛ௥Ճ͢Δ͜ͱʹͳΓɺίʔυΛΫϦʔϯʹ
    ͢Δ͜ͱ·Ͱख͕ճΒͳ͍ɻ
    ͦͯ͠ɺ่յ͕࢝·Δɻੜ࢈ੑ͕θϩʹ͍͍ۙͮͯ͘ɻ
    ʰ$MFBO"SDIJUFDUVSFʱQ

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  25. IUUQTUXJUUFSDPNOFLPZBTUBUVT

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  26. IUUQTNBSUJOGPXMFSDPNBSUJDMFTJTRVBMJUZXPSUIDPTUIUNM
    อकੑͷ௿͕͞΋ͨΒ͢΋ͷ
    ͻͱͭͻͱͭͷมߋʹ
    ༨ܭͳ͕͔͔࣌ؒΔ

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  27. w୹ظతʹ͸ಘΒΕΔ
    wதظతʹ͸ٯޮՌʹͳΓͦ͏
    w௕ظతʹ͸க໋ইʹͳΔ
    ԾઆΞοϓσʔτʮอकੑʯΛ٘ਜ਼ʹ͢Ε͹εϐʔυ͸ಘΒΕΔʁ

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  28. Ͱ͸
    εϐʔυΛམͱͤ͹
    อकੑ͸্͕Δʁ

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  29. IUUQTUXJUUFSDPNWPMVOUBTTUBUVT

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  30. IUUQTPTBIBUFOBCMPHDPNFOUSZ
    ٕज़ྗͷ͋Δਓ͸͋Δఔ౓ٸ͍Ͱ࡞ͬͨͱͯ͠΋Ұఆ
    Ҏ্ͷ඼࣭ͷίʔυΛॻ͘͠ɺҙਤతʹ඼࣭Λམͱ͠
    ͨͱͯ͠΋଎౓͸͋·Γ্͕Βͳ͍ɻ
    ٯʹɺٕज़ྗ͕ߴ͘ͳ͍ਓ͕࣌ؒΛ͔͚ͯ࡞ͬͨͱ͠
    ͯ΋ͦͷਓͷٕज़ྗҎ্ͷ඼࣭ͷίʔυ͸ॻ͚ͳ͍ɻ

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  31. ܦӦతͳཁٻʹ߹Θͤͯɺ༩͑ΒΕͨ։ൃظ͔ؒΒॊೈʹԚ͞ͱ଎͞Λબ୒͢Δͱ͍͏Α͏
    ͳث༻ͳܳ౰͸΄ͱΜ
    ど
    ෆՄೳ
    だ
    ͱ͍͑·͢ɻ͜Ε͸ɺۃΊͯجૅతͳͱ͜Ζ
    で
    ͋Ε
    ば
    ଟগ
    ͸
    で
    ͖Δ͔΋͠Ε·ͤΜ
    が
    ɺ࣮ࡍʹ͸ɺιʔείʔ
    ドが
    Ԛͯ͘஗͍ਓ΋͍Ε
    ば
    ɺ៉ྷ
    で
    ଎͍
    ਓ΋ଟ͍͘·͢ɻ
    ʰΤϯδχΞϦϯά૊৫࿦΁ͷট଴ʱQ
    ΫΠοΫμʔςΟͷਆ࿩

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  32. ͭ·Γ
    τϨʔυΦϑͰ͸ͳ͍

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  33. ࣭ อकੑ

    εϐʔυ
    τϨʔυΦϑͱߟ͑Δͷ͸యܕతͳޡղ
    നؙ෇͖໼ҹෛͷ઀ଓࠜݩ͕૿͑Ε͹ઌ͸ݮΔɻࠜݩ͕ݮΕ͹ઌ͸૿͑Δ

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  34. ࠷ߴͷ։ൃऀ͕͍ͪ͹Μ͖Ε͍޷͖ͳ։ൃऀͰ͋Δ͜ͱʹؾͮ
    ͍ͨͱ͖ɺࢲ͸ͼͬ͘Γͨ͠ɻ଎͍ϓϩάϥϚʔ͸ࡶͳϓϩά
    ϥϚʔͩͱࢥ͍͔ͬͯͨΒͩɻ
    ͕ͩɺ࣮ࡍ͸ਖ਼൓ରͩͬͨɻࢲ͕ձͬͨதͰ࠷଎ͷϓϩάϥ
    Ϛʔ͸ɺίʔυΛѻ͍΍͍͢Α͏ʹอͭ͜ͱʹಛʹ஫ҙΛ෷ͬ
    ͍ͯͨɻ
    ʰϨΨγʔίʔυ͔Βͷ୤٫ʱQ

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  35. ίʔυΛॻ͘଎͞ͱίʔυͷ͖Ε͍͞ʹؔ࿈͕͋Δͱೝࣝͨ͠
    ͋ͱͰ΋ɺࢲ͸ͦͷͭͷ͍͋ͩͷҼՌؔ܎Λݟ͚ͭΔͷʹ࣌
    ؒΛཁͨ͠ɻ
    ίʔυͷ඼࣭Λߴ͘อ͍ͬͯͨʮʹ΋ؔΘΒͣʯ଎͍ͷͰ͸ͳ
    ͍ɻίʔυͷ඼࣭Λߴ͘อ͍ͬͯͨʮ͔Βͦ͜ʯ଎͍ͷͩɻ
    ͜ͷ͜ͱΛཧղͨ͠Βɺιϑτ΢ΣΞ։ൃʹର͢Δ
    ݟํ͕มΘͬͨɻ
    ʰϨΨγʔίʔυ͔Βͷ୤٫ʱQQ

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  36. ࣭ อकੑ

    εϐʔυ
    ίʔυͷ඼࣭Λ٘ਜ਼ʹ͔ͨ͠Β଎͍ͷͰ͸ͳ͘
    നؙ෇͖໼ҹෛͷ઀ଓࠜݩ͕૿͑Ε͹ઌ͸ݮΔɻࠜݩ͕ݮΕ͹ઌ͸૿͑Δ

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  37. ࣭ อकੑ

    εϐʔυ
    ίʔυͷ඼࣭Λߴ͘อ͍ͬͯͨʮ͔Βͦ͜ʯ଎͍
    ໼ҹਖ਼ͷ઀ଓࠜݩ͕૿͑Ε͹ઌ΋૿͑Δɻࠜݩ͕ݮΕ͹ઌ΋ݮΔ

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  38. Ͱ͸
    εϐʔυ͔Β࣭΁ͷ
    Өڹ͸Ͳ͏͔

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  39. ࣭ อकੑ

    εϐʔυ
    Ͱ͸εϐʔυ͔Β࣭ อकੑ
    ΁ͷӨڹ͸Ͳ͏͔

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  40. ඼࣭͸ѱ͍ͱجຊతʹख໭ΓΛੜΉͷͰ଎౓ʹ௓ͶฦΔɻख໭ͬͯ
    Δ࣌ؒ͸ֶͼΛ͏·ͳ͍࣌ؒɻ඼࣭ΛԼ͛Δͱ͍͏൑அ͸ֶͼͷ଎
    ౓௿ԼΛڐ༰͢Δͱ͍͏͜ͱɻ
    ैདྷͷమ൘ ͩͱޡղ͞Ε͍ͯͨ
    ͩͬͨ඼࣭ͯͯ͢଎౓͋͛Α͏͸
    ඼࣭͸ྼԽ͢Ε͹ख໭Γ͕ൃੜ͢Δ͚ͩͰɺ݁ہ͸ϦʔυλΠϜͷ
    ૿Ճʹ௓ͶฦΔͷͰ΍Ί·͠ΐ͏ɻ
    ඼࣭͸ྼԽ͢Ε͹ϦʔυλΠϜͷ૿Ճʹ௓ͶฦΔ
    IUUQJLFZIBUFCMPKQFOUSZ

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  41. εϐʔυ͕མͪΔͱԾઆݕূ͕ճΒͳ͍
    IUUQJLFZIBUFCMPKQFOUSZ

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  42. ຊ౰ͷؔ܎

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  43. εϐʔυ
    ຊ౰ͷؔ܎ɹ
    ໼ҹਖ਼ͷ઀ଓࠜݩ͕૿͑Ε͹ઌ΋૿͑Δɻࠜݩ͕ݮΕ͹ઌ΋ݮΔ

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  44. ࣭WTεϐʔυͱ͍͏ೋ཯എ൓ͷؔ܎͸ɺ
    ہॴతͳ΋ͷͰ͔͠ͳ͍ɻ
    େҬతʹ͸ɺยํΛ٘ਜ਼ʹͨ͠৔߹ɺ஌
    Β͵͏ͪʹ΋͏Ұͭ΋٘ਜ਼ʹ͍ͯ͠Δͱ
    ͍͏͜ͱΛ͓๨Εͳ͘ɻ
    IUUQTLOPIKQBOTXFSTEDB
    Evan Priestley

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  45. IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXJOGSBTUSVDUVSFBTDPEF
    ࣭ͱεϐʔυͷ྆ํΛଚॏ͠ͳ͍ͱ݁ہʮյΕ΍͍͢ΰϛʯʹͳͬͯ͠·͏

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  46. ͜͜Ͱ͍͏ʮ඼࣭ʯͱ͸ʁ
    ʮ୹ظతதظతʯͷڥ໨͸ʁ
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  47. ςετࣗಈԽͷଛӹ෼ذ఺͸ʮճʯ
    IUUQTXXXBNB[PODPKQEQ
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  48. ಺෦඼࣭΁ͷ౤ࢿͷଛӹ෼ذ఺͸
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  49. w୹ظతʹ͸ಘΒΕΔ͔΋ʢॾઆ͋Γʣ
    wϲ݄Ҏ಺ʹ͸ٯޮՌʹͳΔ
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  50. ϦϑΝΫλϦϯά༻ͷϦιʔεΛ७૿ͨ͠༁Ͱ͸ͳ͍ɻTQSJOU಺
    ͷΛ౤ࢿ͢ΔͱܾΊͨɻ࠷ॳ͸ϕϩγςΟ͕མ͕ͪͨɺ
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    ΋ͱ΋ͱ೰ΜͰ͍ͨϙΠϯτͩͬͨͷͰ

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  51. ༩͑ΒΕͨ࣌ؒʹରͯ͠΍Δ΂͖͜ͱ͕ଟ͗͢Δ৔߹ɺͲ͏͢΂͖͔
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    ࠶ܝߥͿΔ࢛ఱԦͱ୒໰୊

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  52. ༩͑ΒΕͨ࣌ؒʹରͯ͠΍Δ΂͖͜ͱ͕ଟ͗͢Δ৔߹ɺͲ͏͢΂͖͔
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  53. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠
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    w ʮ඼࣭ʯͷ໊ͷ΋ͱʹ٘ਜ਼ʹ͞ΕΔͷ͸಺෦඼࣭ͷಛʹอकੑ
    w ࣮ࡍʹ͸อकੑΛߴΊΕ͹εϐʔυ͸্͕Δ͠ɺอकੑΛམͱͤ͹

    εϐʔυ͸Լ͕Δ
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  54. 2εϐʔυͱ࣭͕
    τϨʔυΦϑͰͳ͍ͷͳΒ
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    ԿͱτϨʔυΦϑͳͷͰ͠ΐ͏͔

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  55. ࣭ͱεϐʔυ͕
    τϨʔυΦϑͰ͸ͳ͍͜ͱΛ
    ౷ܭతʹࣔͨ͠ௐࠪ

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  56. wϦʔυλΠϜ
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    w.553 ฏۉम෮࣌ؒ

    wมߋࣦഊ཰
    IUUQTXXXBNB[PODPKQEQ
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  57. ϦʔυλΠϜͱσϓϩΠස౓ԾઆݕূϓϩηεΛਝ଎ʹճ͢
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  58. .553.FBOUJNFUP3FTUPSF3FDPWFSZ3FQBJS
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  59. IUUQTDMPVEHPPHMFDPNEFWPQTTUBUFPGEFWPQT
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  60. ΤϦʔτ ϋΠύϑΥʔϚʔ
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    w։ൃ଎౓ͱ඼࣭͸τϨʔυΦϑͷؔ܎Ͱ͸ͳ͍
    w૊৫ؒͷࠩ͸͔ͳΓେ͖͘ɺ͞Βʹ։͍͍ͯΔʢʣ
    wѹ౗తͳࠩ͸ܧଓతσϦόϦ΍%FW0QT΁ͷ૊৫తͳ౤ࢿͷࠩ
    IUUQTXXXTMJEFTIBSFOFU%FW0QT8FCJOBSTBDDFMFSBUFTUBUFPGEFWPQTTVSWFZSFTVMUTBSFJO
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  61. ΤϦʔτ ΤϦʔτͱϩʔύϑΥʔϚʔͷࠩ ϩʔύϑΥʔϚʔ
    ϦʔυλΠϜ ೔ະຬ ഒ ϱ݄͔Β൒೥
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    w։ൃ଎౓ͱ඼࣭͸τϨʔυΦϑͷؔ܎Ͱ͸ͳ͍
    w૊৫ؒͷࠩ͸͔ͳΓେ͖͘ɺ͞Βʹ։͍͍ͯΔʢʣ
    wѹ౗తͳࠩ͸ܧଓతσϦόϦ΍%FW0QT΁ͷ૊৫తͳ౤ࢿͷࠩ
    IUUQTXXXTMJEFTIBSFOFU%FW0QT8FCJOBSTBDDFMFSBUFTUBUFPGEFWPQTTVSWFZSFTVMUTBSFJO
    2019

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  62. IUUQTDMPVEHPPHMFDPNEFWPQTTUBUFPGEFWPQT
    2021

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  63. ΤϦʔτ ϋΠύϑΥʔϚʔ
    ϛσΟΞϜ
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    ϩʔύϑΥʔϚʔ
    ϦʔυλΠϜ ࣌ؒະຬ ೔͔Βिؒ ϱ݄͔Β൒೥ ൒೥Ҏ্
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    िճ͔Β݄ճ ݄ճ͔Β൒೥ʹճ ൒೥ʹճະຬ
    .553 ࣌ؒະຬ ೔ະຬ ೔͔Βिؒ ൒೥Ҏ্
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    w૊৫ؒͷࠩ͸͔ͳΓେ͖͘ɺ͞Βʹ։͍͍ͯΔʢʣ
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    IUUQTDMPVEHPPHMFDPNEFWPQTTUBUFPGEFWPQT
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  64. ΤϦʔτ ΤϦʔτͱϩʔύϑΥʔϚʔͷࠩ ϩʔύϑΥʔϚʔ
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    w։ൃ଎౓ͱ඼࣭͸τϨʔυΦϑͷؔ܎Ͱ͸ͳ͍
    w૊৫ؒͷࠩ͸͔ͳΓେ͖͘ɺ͞Βʹ։͍͍ͯΔʢʣ
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  65. ʮεϐʔυ͓Αͼ࣭ʯ͸
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    Ͱ͸εϐʔυͱ࣭͸ԿͱτϨʔυΦϑͳͷ͔࣍ੈ୅΁ͷڭҭɺ৽ٕज़ͷௐࠪɺଟ༷ੑͷ֬อ

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  67. IUUQTPTBIBUFOBCMPHDPNFOUSZ
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  68. ٕज़͔ΒจԽ΁

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  69. ٕज़ʮ͕ʯจԽʮʹʯӨڹΛ༩͑Δ
    IUUQTXXXBNB[PODPKQEQ
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  70. จԽʹӨڹΛٴ΅͢ཁૉ
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    ϋΠύϑΥʔϚϯεͳ૊৫Λ࣮ݱ͢ΔͨΊͷจԽΛҭͯΔ

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  73. ܧଓతσϦόϦΛࢧ͑Δٕज़ϓϥΫςΟε͕จԽʹͭͳ͕Δ
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  74. ܧଓతσϦόϦΛࢧ͑Δٕज़ϓϥΫςΟε͕จԽʹͭͳ͕Δ
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  75. 2͏ͪͷ ձࣾcۀ຿cιϑτ΢ΣΞ

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  76. զʑ͸ύοέʔδιϑτ΢ΣΞɺ4P3ɺ૊ΈࠐΈιϑτ΢ΣΞΛ࢖͍ͬͯΔνʔϜ
    ͸ύϑΥʔϚϯε͕௿͘ɺ4P&΍৽छͷγεςϜΛ࢖͍ͬͯΔνʔϜ͸ύϑΥʔϚ
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  77. IUUQTXXXBNB[PODPKQEQ
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  78. ΞʔΩςΫνϟͷಛੑͷதʹ͸େ͖ͳӨڹΛٴ΅͠͏Δ΋ͷ͕ͭ͋Δɻզʑͷௐ
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    ಠཱͨ͠ܗͰɺσϓϩΠ·ͨ͸ϦϦʔεͰ͖Δ
    ΞʔΩςΫνϟʹؔΘΔ͜ͷͭͷಛੑΛɺզʑ͸ʮςετ༰қੑʯͱ

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  79. IUUQTMPHNJKQUFDIBSUJDMFT
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  81. ςεϥͷมߋස౓ͱΞʔΩςΫνϟ
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  82. ϩʔύϑΥʔϚʔͱͳΔ܏޲͕ڧ͍ͷ͸ɺ࣍ͷΑ͏ʹճ
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  83. ʮιϑτ΢ΣΞσϦόϦͷύϑΥʔϚϯε͸૊৫શମͷ
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  84. 2
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    ʹ౿Έ੾Δͷ͸೉͍͠Α͏ʹࢥ͑·͢ɻ
    ౤ࢿʹ౿Έ੾ΔͨΊͷ४උɺϓϥΫςΟε͸ͳ͍Ͱ
    ͠ΐ͏͔

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  85. w ΞϝϦΧਓඈͼࠐΊ͹͋ͳͨ͸ӳ༤Ͱ͢
    w ΠΪϦεਓඈͼࠐΊ͹͋ͳͨ͸ਈ࢜Ͱ͢
    w υΠπਓඈͼࠐΉͷ͕͜ͷધͷنଇͰ͢
    w ΠλϦΞਓඈͼࠐΉͱঁੑʹ΋ͯ·͢Α
    w ϑϥϯεਓඈͼࠐ·ͳ͍Ͱ͍ͩ͘͞
    w ೔ຊਓΈΜͳඈͼࠐΜͰ͍·͢Α
    ೔ຊਓΛಈ͔͢ݴ༿ʢ༻๏༻ྔΛकͬͯ࢖͏͜ͱʣ
    IUUQTXXXBNB[PODPKQEQ
    ೔ຊਓ͸൑அΛ֎෦ʹҕͶ͕ͪͳ܏޲͕͋Δɻ

    ͭ·ΓࣄྫͰԡ͢ͱޮՌ͕ߴ͍ɻ

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  86. ϦϑΝΫλϦϯά༻ͷϦιʔεΛ७૿ͨ͠༁Ͱ͸ͳ͍ɻTQSJOU಺
    ͷΛ౤ࢿ͢ΔͱܾΊͨɻ࠷ॳ͸ϕϩγςΟ͕མ͕ͪͨɺ
    ϲ݄ܦͬͨޙ͸໌֬ʹσϦόϦʔ଎౓͕ߴ·ͬͨɻʢྫΛڍ
    ͛Δͱɺϲ݄͔͔ΔͱݴΘΕ͍ͯͨن໛ͷ։ൃ͕೔ͰऴΘΔΑ
    ͏ʹͳͬͨʣ
    ͨ·ͨ·ࢀՃͨ͠ΠϕϯτͰU@XBEB͞Μͷ
    ʮ࣭ͱεϐʔυʯʹؔ͢ΔߨԋΛฉ͖ɺ

    ΋ͱ΋ͱ೰ΜͰ͍ͨϙΠϯτͩͬͨͷͰ

    ਧͬ੾Δ͜ͱ͕Ͱ͖ͨɻ
    ΩϟσΟגࣜձ༷ࣾͷࣄྫ
    IUUQTDBEEJUFDIBSDIJWFT

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  87. ίʔυͷ಺෦඼࣭ͷϏδωεΠϯύΫτ
    IUUQTUXJUUFSDPNJXBTIJTUBUVT

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  88. 2ίʔυͷ࣭ɺઃܭͷ࣭Λ൑அ͢Δ
    ྗ͸Ͳ͏͚ͭΕ͹ྑ͍Ͱ͠ΐ͏͔

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  89. ιϑτ΢ΣΞͷ։ൃʹ࠷ॳ͔Β࠷ޙ·ͰؔΘΔͱ͍͏ܦݧ͸ͱͯ΋وॏ
    ͩͬͨΜ͡Όͳ͍ͩΖ͏͔ɻͳͥͳΒɺϓϩδΣΫτ։࢝࣌ͷμϝͳσβ
    Πϯͷͬ͠΃ฦ͠ΛɺޙͰࣗ෼ͰϞϩʹड͚Δ͔Βͩɻ
    ౰ॳ΅͘͸ɺ΄ͱΜͲߟ͑ͣίʔυΛʮΞϯμʔΤϯδχΞϦϯάʯ͍ͯ͠
    ͨɻޙʑ͜ΕΛա౓ʹमਖ਼ͯ͠͠·͍ɺશͯΛʮΦʔόʔΤϯδχΞϦϯ
    άʯ͠࡞ΓࠐΈ͗ͯ͢͠·ͬͨɻ̎೥൒ͱ͍͏࣌ؒ͸͜͏͍ࣦͬͨഊΛܦ
    ݧ͢Δʹ͸े෼ͳ࣌ؒͰɺࣙΊΔ͜Ζʹ͸γεςϜͷσβΠϯͷԘക͕ɺ
    ͔ͳΓΘ͔ΔΑ͏ʹͳ͍ͬͯͨͱࢥ͏ɻ
    IUUQTLOPIKQBOTXFSTEDB
    Evan Priestley

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  90. Ұ൪ॏཁͰҰ൪΍͔͍ͬͳεΩϧ͸γεςϜΛઃܭ͢ΔͨΊͷ൑அྗͩɻ
    ݶΓͳ͘γϯϓϧͳσβΠϯͱ͍͏ͷ͸ͳ͔ͳ͔ڭ͑ΒΕΔ΋ͷͰ͸ͳ
    ͘ɺେํܦݧΛॏͶ֮ͯ͑Δ΋ͷͩɻ
    ͜ͷʮ൑அྗʯ͸ɺϓϩάϥϚʔʹͱͬͯඇৗʹॏཁͳͷ͕ͩɺͦ͏؆୯
    ʹڭ͑ΒΕΔ΋ͷͰ΋ͳ͍ɻ΅͕͘஌ΔݶΓɺ൑அྗΛ͚ͭΔ
    Ұ൪ͷํ๏͸ɺࣗ෼Ͱઃܭͨ͠γεςϜΛ௕͍ؒϝϯς͢Δ
    ͜ͱͩͱࢥ͏
    IUUQTLOPIKQBOTXFSTEDB
    Evan Priestley

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  91. IUUQTUFDIDZHBNFTDPKQBSDIJWFT
    ࣮஍ݚम$ZHBNFTࣾ಺ϫʔΫγϣοϓͷࣄྫ

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  92. 2"
    Ԇ௕ઓ༻ͷ
    εϥΠυ

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  93. ٕज़తෛ࠴ͱ͸Կ͔

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  94. IUUQTUXBEBIBUFOBCMPHKQFOUSZXBSEFYQMBJOTEFCUNFUBQIPS
    ʲ຋༁ʳٕज़తෛ࠴ͱ͍͏֓೦ͷੜΈͷ਌8BSE$VOOJOHIBNࣗ਎ʹΑΔઆ໌

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  95. ଟ͘ͷϒϩΨʔ͕ෛ࠴ͷϝλϑΝʔͷ͜ͱΛɺޙͰ͖Ε͍ʹॻ͖௚ͭ͢΋ΓͳΒࡶͳίʔυΛॻ
    ͍ͯ΋͍͍ͱ͍͏ߟ͑ํͱࠞಉ͠ɺ͔ͭͦͷߟ͑ํ͕ͦ͜ෛ࠴ͷݪҼͰ͋Δͱઆ໌͍ͯ͠·͢ɻ
    ࢲ͸ࡶͳίʔυΛॻ͘͜ͱʹ͸શ͘ࢍ੒͠·ͤΜ͕ɺͨͱ͑ཧղ͕ෆ׬શͩͱͯ͠΋ɺ໨ͷલͷ
    ໰୊ʹର͢Δݱ࣌఺ͰͷཧղΛ൓ө͢ΔίʔυΛॻ͘͜ͱʹ͸ࢍ੒Ͱ͢ɻ
    ཧղ͕ෆ׬શͳஈ֊Ͱ΋ιϑτ΢ΣΞΛ։ൃͯ͠आೖΛͰ͖ΔΑ͏ʹͳΓ͍ͨͳΒ͹ɺͦͷιϑ
    τ΢ΣΞʹݱ࣌఺ͰͷཧղΛՄೳͳݶΓ൓өͤ͞Δ͜ͱ͕ॏཁͰ͢ɻͦ͏͓͚ͯ͠͹ɺ͍͟Ϧ
    ϑΝΫλϦϯάΛ͢Δͱ͖͕དྷͨͳΒɺίʔυʹ͸౰࣌ԿΛߟ͍͔͕͑ͯͨ໌շʹ࢒͍ͬͯΔͷ
    Ͱɺݱࡏͷཧղʹ߹ΘͤͯϦϑΝΫλϦϯά͢Δͷ΋༰қʹͳΓ·͢ɻ
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    ͦΕ͸໰୊Λཧղ͢ΔʹैͬͯϦϑΝΫλϦϯά͍͚ͯ͠ΔΑ͏ͳɺे෼ʹ͖Ε͍ͳίʔυΛॻ
    ͍͍ͯΔ͔Ͳ͏͔Ͱܾ·ΔͷͰ͢ɻ
    ʲ຋༁ʳٕज़తෛ࠴ͱ͍͏֓೦ͷੜΈͷ਌8BSE$VOOJOHIBNࣗ਎ʹΑΔઆ໌
    IUUQTUXBEBIBUFOBCMPHKQFOUSZXBSEFYQMBJOTEFCUNFUBQIPS

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  96. IUUQTTQFBLFSEFDLDPNUPSJDMTUIFEFCU
    ࣮૷౰࣌ʹ࠷దղͱߟ͑ΒΕͨ΋ͷ͕࣌ؒͷܦաͱͱ΋ʹ࠷దͱ͸ධՁ͞Εಘͳ͘ͳͬͨ΋ͷ

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  97. IUUQTCMPHIJNBSVKQFOUSZ
    ʮϏδωευϝΠϯͷٕज़తෛ࠴ʯͱʮϓϩάϥϛϯάͷٕज़తෛ࠴ʯ͕͋Δ

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  98. ϩάϥεࣾͷࣄྫٕज़తෛ࠴ʹཱͪ޲͔͏ʹ͸ʮఱҾ͖ํࣜʯ͕͓͢͢Ί
    IUUQTXXXTMJEFTIBSFOFULPJDIJSPNBUTVPLBTT

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  99. ಈ͖ʹ͍͘૊৫Λ
    ಈ͔͢ʹ͸

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  100. w ΞϝϦΧਓඈͼࠐΊ͹͋ͳͨ͸ӳ༤Ͱ͢
    w ΠΪϦεਓඈͼࠐΊ͹͋ͳͨ͸ਈ࢜Ͱ͢
    w υΠπਓඈͼࠐΉͷ͕͜ͷધͷنଇͰ͢
    w ΠλϦΞਓඈͼࠐΉͱঁੑʹ΋ͯ·͢Α
    w ϑϥϯεਓඈͼࠐ·ͳ͍Ͱ͍ͩ͘͞
    w ೔ຊਓΈΜͳඈͼࠐΜͰ͍·͢Α
    ೔ຊਓΛಈ͔͢ݴ༿ʢ༻๏༻ྔΛकͬͯ࢖͏͜ͱʣ
    IUUQTXXXBNB[PODPKQEQ

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  101. IUUQTOFXTUCTDPKQOFXTFZFUCT@OFXTFZFIUN

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  102. આ໌੹೚ͷ޲͖Λ൓సͤ͞Δ
    IUUQTUXJUUFSDPNIJSPLJ@EBJDIJTUBUVT

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  103. ඼࣭ͱίετ͸
    τϨʔυΦϑ͔

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  104. 1IJMJQ$SPTCZ2VBMJUZJT'SFF඼࣭Ξοϓ͸ίετΞοϓ͔μ΢ϯ͔
    ίετΞοϓઆ ίετμ΢ϯઆ

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  105. IUUQTTQFBLFSEFDLDPNTIJNBTIJNBTUBSURVBMJUZSFBMGSFFDBNQBJHO
    2VBMJUZJT'SFF㲈඼࣭࣮࣭ແྉ

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  106. Ͳͷ͘Β͍
    ઃܭʹ౤ࢿ͢Δ͔

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  107. ΞʔΩςΫςΟϯά͍ͭɺͲΕ͚ͩʁ
    ,4-0$ສߦͷϓϩδΣΫτͷ
    ઌߦઃܭͷεΠʔτεϙοτ
    IUUQTXXXPSFJMMZDPKQCPPLT

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  108. ιϑτ΢ΣΞͷن໛͕εΠʔτεϙοτʹ༩͑ΔӨڹ
    IUUQTXXXPSFJMMZDPKQCPPLT

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  109. ιϑτ΢ΣΞͷن໛͕εΠʔτεϙοτʹ༩͑ΔӨڹ
    w ιϑτ΢ΣΞγεςϜ͕େ͖͘ͳΕ͹ͳΔ΄Ͳɺલ෷͍ͷΞʔΩς
    Ϋνϟઃܭ͔Βड͚ΔԸܙ͸େ͖͘ͳΔ
    w খن໛ʢສߦʣͷιϑτ΢ΣΞγεςϜͰ͸ɺલ෷͍ͷΞʔΩς
    Ϋνϟࡦఆ͔Β͸΄ͱΜͲԸܙΛड͚ΒΕͳ͍
    w ΞʔΩςΫνϟઃܭʹগ͔͠͠౤ࢿ͠ͳ͍ͱɺڧ྽ͳͬ͠΃ฦ͕͠
    དྷΔ͜ͱ͕༧૝͞ΕΔ
    w ΞʔΩςΫνϟʹ౤ࢿ͢Ε͹͢Δ΄Ͳɺඞཁͳख௚͠͸গͳ͘ͳΔ
    IUUQTXXXPSFJMMZDPKQCPPLT

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  110. ཁٻͷมಈ΍ܽؕίετ͕εΠʔτεϙοτʹ༩͑ΔӨڹ
    ཁٻͷมಈ͕େ͖͍৔߹
    ͸ɺٸ଎ͳมԽʹରԠ͢Δ
    ͨΊͷ෼ੳ΍จॻԽͷख໭
    ΓͷͨΊɺઌߦઃܭͷޮՌ
    ͸Լ͕Δ
    ߴ͍৴པੑΛٻΊΒΕܽؕ
    ίετ͕ߴ͍৔߹͸ɺΞʔ
    ΩςΫςΟϯάͷඞཁੑ͕
    ߴ·Δ
    IUUQTXXXPSFJMMZDPKQCPPLT

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  111. ࣗಈςετ΁ͷ
    ౤ࢿͷऔࣺબ୒

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  112. wϦεΫ
    wखಈςετͷίετ
    wࣗಈԽίετ
    IUUQTXXXBNB[PODPKQEQ9
    ςετͷτϦΞʔδ

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  113. ςετέʔε ϦεΫ
    खಈςετͷ
    ίετ
    ࣗಈԽίετ
    σβΠϯมߋ
    ηΩϡϦςΟΞϥʔτ
    औҾཤྺ
    ޱ࠲ͷౚ݁
    ৽نϢʔβొ࿥
    ݕࡧ݁Ռͷฒͼସ͑
    ͓ۚͷೖۚ
    ৼΓࠐΈͷ֬ೝ
    IUUQTXXXBNB[PODPKQEQ9
    ςετέʔεΛҰཡʹ·ͱΊΔ

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  114. ςετέʔε ϦεΫ
    खಈςετͷ
    ίετ
    ࣗಈԽίετ
    σβΠϯมߋ
    ηΩϡϦςΟΞϥʔτ
    औҾཤྺ
    ޱ࠲ͷౚ݁
    ৽نϢʔβొ࿥
    ݕࡧ݁Ռͷฒͼସ͑
    ͓ۚͷೖۚ
    ৼΓࠐΈͷ֬ೝ
    IUUQTXXXBNB[PODPKQEQ9
    ϦεΫΛݟੵ΋Δʢͬ͘͟Γߴ௿ʣ

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  115. ςετέʔε ϦεΫ
    खಈςετͷ
    ίετ
    ࣗಈԽίετ
    σβΠϯมߋ
    ηΩϡϦςΟΞϥʔτ
    औҾཤྺ
    ޱ࠲ͷౚ݁
    ৽نϢʔβొ࿥
    ݕࡧ݁Ռͷฒͼସ͑
    ͓ۚͷೖۚ
    ৼΓࠐΈͷ֬ೝ
    IUUQTXXXBNB[PODPKQEQ9
    खಈςετͷίετΛݟੵ΋Δʢͬ͘͟Γߴ௿ʣ

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  116. ςετέʔε ϦεΫ
    खಈςετͷ
    ίετ
    ࣗಈԽίετ
    σβΠϯมߋ
    ηΩϡϦςΟΞϥʔτ
    औҾཤྺ
    ޱ࠲ͷౚ݁
    ৽نϢʔβొ࿥
    ݕࡧ݁Ռͷฒͼସ͑
    ͓ۚͷೖۚ
    ৼΓࠐΈͷ֬ೝ
    IUUQTXXXBNB[PODPKQEQ9
    ࣗಈԽίετΛݟੵ΋Δʢͬ͘͟Γߴ௿ʣ

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  117. ςετέʔε ϦεΫ
    खಈςετͷ
    ίετ
    ࣗಈԽίετ
    ޱ࠲ͷౚ݁
    ৼΓࠐΈͷ֬ೝ
    औҾཤྺ
    ݕࡧ݁Ռͷฒͼସ͑
    ͓ۚͷೖۚ
    ηΩϡϦςΟΞϥʔτ
    ৽نϢʔβొ࿥
    σβΠϯมߋ
    IUUQTXXXBNB[PODPKQEQ9
    ༏ઌॱҐΛ෇͚ͯฒ΂ସ͑Δ

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  118. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠
    w ʮ඼࣭ͱεϐʔυ͸τϨʔυΦϑͷؔ܎ʹ͋Δʯ͸େ͖ͳޡղ
    w ʮ඼࣭ʯͷ໊ͷ΋ͱʹ٘ਜ਼ʹ͞ΕΔͷ͸಺෦඼࣭ͷಛʹอकੑ
    w ࣮ࡍʹ͸อकੑΛߴΊΕ͹εϐʔυ͸্͕Δ͠ɺอकੑΛམͱͤ͹

    εϐʔυ͸Լ͕Δ
    w εϐʔυΛམͱͯ͠΋อकੑ͸্͕Βͳ͍͠ɺεϐʔυΛམͱ͢ͱԾઆݕ
    ূϓϩηε͕ճΒͣڝ૪ྗͷ͋Διϑτ΢ΣΞΛ࡞Εͳ͘ͳΔ
    w ಺෦඼࣭΁ͷ౤ࢿͷଛӹ෼ذ఺͸ҙ֎ͱૣ͘ ϲ݄Ҏ಺
    ΍ͬͯ͘Δ
    w ϲ݄Ҏ಺ͱ͍͏͜ͱ͸डӹऀ͸ࣗ෼ͨͪࣗ਎Ͱ͋Γɺͭ·Γಓಙ΍ᛗዟ
    ͷ࿩Ͱ͸ͳ͘ଛಘ΍ָۤͷ࿩Ͱ͋Δ

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