学習空間と成績の相関を調べてみる

by tomtoru

Slide 1

Slide 1 text

ֶशۭؒͱ੒੷ͷ૬ؔ Λௐ΂ͯݟΔ 2018.04.14 @tommy_tomtoru

Slide 2

Slide 2 text

@tommy_tomtoru • ݐஙԻڹग़਎ɺమಓݐங͕͋ΓΤϯδχΞ • Pythonͱ͔PHPͱ͔৮ͬͯ·͢ • "23℃"໊ͬͯલͷόϯυ΍ͬͯ·͢

Slide 3

Slide 3 text

No content

Slide 4

Slide 4 text

No content

Slide 5

Slide 5 text

ࠓճͷ໨ඪ ʮݐங؀ڥֶ͕शʹͲͷ༷ͳӨڹΛٴ΅͔͢஌Γ͍ͨʯ

Slide 6

Slide 6 text

ͦ΋ͦ΋ݐங؀ڥͬͯͲΜͳ͜ͱΛݴͬͯΔͷʁ

Slide 7

Slide 7 text

ྫ͑͹ࣨ಺ͷԻ؀ڥ Իͷ఻ൖɺ࢒ڹ࣌ؒɺःԻͳͲ

Slide 8

Slide 8 text

ྫ͑͹ࣨ಺ͷޫ؀ڥ ࣨ಺ͷ໌Δ͞ɺάϨΞ(ݟ͑ͮΒ͞)ͳͲ

Slide 9

Slide 9 text

࠷ۙͷֶߍݐஙʹ͍ͭͯ

Slide 10

Slide 10 text

"ΦʔϓϯεΫʔϧ"

Slide 11

Slide 11 text

"࿓Լɾ௨࿏Λ։์తʹ"

Slide 12

Slide 12 text

"࿓Լɾ௨࿏Λ։์తʹ" ؙԬೆதֶߍ

Slide 13

Slide 13 text

"ઌੜΛ΋ͬͱ਎ۙʹ" തଟখֶߍ

Slide 14

Slide 14 text

"ࣗવͱ৮Ε߹͏"

Slide 15

Slide 15 text

ݐஙۭؒͱֶߍ੒੷ʹ͍ͭͯͷݚڀࣄྫ

Slide 16

Slide 16 text

ΠΪϦε:Salfordେֶͷ࿦จ "A holistic, multi-level analysis identifying the impact of classroom design on pupils’ learning" ʹΑΔͱ ɾ7ͭͷখֶߍ,34ͷڭࣨ,751໊ͷੜె͔ΒಘΒΕͨ৘ใʹ ɹج͍ͮͨσʔλΛ෼ੳͨ͠ ɾੜెͷ೥ྸ,ੑผ,੒੷ͱ͍ͬͨσʔλΛऩू͠, ɹ֤ڭࣨͷΫΦϦςΟΛࣗવޫͷࠩ͢ํ޲,ڭࣨͷܗঢ়,഑৭, ɹԹ౓,ԻڹͳͲͷ10߲໨ͰධՁ ɾ݁Ռ,ڭࣨͷ഑৭, ۭؒͷಠ૑ੑ, ڭࣨؒͷ઀ଓੑ, ڭࣨͷ޿͞, ࣗવޫ ɹ͕ੜెͷ੒੷্ঢʹӨڹ͍ͯ͠Δ͜ͱ͕Θ͔ͬͨ

Slide 17

Slide 17 text

No content

Slide 18

Slide 18 text

ݚڀʹ༻͍ΒΕͨσʔλ

Slide 19

Slide 19 text

ݚڀʹ༻͍ΒΕͨσʔλ

Slide 20

Slide 20 text

࣮ࡍʹࠃ಺ͷσʔλΛ෼ੳͯ͠ΈΔ

Slide 21

Slide 21 text

No content

Slide 22

Slide 22 text

શࠃͷখֶ6೥ੜɾதֶ3೥ੜʹ࣮ࢪ͞Εͨ ֶྗςετͷ݁ՌΛ౎ಓ෎ݝผʹऔಘՄೳʂ

Slide 23

Slide 23 text

શࠃͷখֶ6೥ੜɾதֶ3೥ੜʹ࣮ࢪ͞Εͨ ֶྗςετͷ݁ՌΛ౎ಓ෎ݝผʹऔಘՄೳʂ PDFϑΝΠϧͰʂ

Slide 24

Slide 24 text

ޙ͸ݐஙతͳσʔλΛݟ͚ͭΔ͚ͩ...!

Slide 25

Slide 25 text

ޙ͸ݐஙతͳσʔλΛݟ͚ͭΔ͚ͩͳͷʹ....

Slide 26

Slide 26 text

No content

Slide 27

Slide 27 text

ݟ͔ͭͬͨͷ͸༮ஓԂɾߴߍͷ౷ܭͷΈ........ શવݟ෇͔Βͳ͍͠ɺ

Slide 28

Slide 28 text

ֶशۭؒͱ੒੷ͷ૬ؔ Λௐ΂ͯݟΔ 2018.04.14 @tommy_tomtoru

Slide 29

Slide 29 text

ֶशۭؒͱ੒੷ͷ૬ؔ Λௐ΂ͯݟΔ 2018.04.14 @tommy_tomtoru ωοτͰެද͞ΕͯΔ৭Μͳσʔλ

Slide 30

Slide 30 text

͔͜͜Β͸Python× jupyter labͰ ੒੷ͱ৭ʑͳࣄฑͷ૬ؔΛݟ͍͖ͯ·͢

Slide 31

Slide 31 text

४උ zenkoku.csv

Slide 32

Slide 32 text

ॎ࣠ɿ֤౎ಓ෎ݝ͝ͱͷฏۉ఺(খֶߍɾதֶߍͷฏۉ) ԣ࣠ɿ֤౎ಓ෎ݝ͝ͱͷฏۉ೥ऩɹʲઍԁʳ

Slide 33

Slide 33 text

ॎ࣠ɿ֤౎ಓ෎ݝ͝ͱͷฏۉ఺(খֶߍɾதֶߍͷฏۉ) ԣ࣠ɿ֤౎ಓ෎ݝ͝ͱͷ൜ࡑ݅਺/ਓޱɹʲ/ਓʳ

Slide 34

Slide 34 text

ॎ࣠ɿ֤౎ಓ෎ݝ͝ͱͷฏۉ఺(খֶߍɾதֶߍͷฏۉ) ԣ࣠ɿ֤౎ಓ෎ݝ͝ͱͷපӃͷ਺ɹʲ౩ʳ

Slide 35

Slide 35 text

ॎ࣠ɿ֤౎ಓ෎ݝ͝ͱͷฏۉ఺(খֶߍɾதֶߍͷฏۉ) ԣ࣠ɿ֤౎ಓ෎ݝ͝ͱͷະࠗ཰ɹ

Slide 36

Slide 36 text

ॎ࣠ɿ֤౎ಓ෎ݝ͝ͱͷฏۉ఺(খֶߍɾதֶߍͷฏۉ) ԣ࣠ɿ֤౎ಓ෎ݝ͝ͱͷ཭ࠗ཰

Slide 37

Slide 37 text

ॎ࣠ɿ֤౎ಓ෎ݝ͝ͱͷฏۉ఺(খֶߍɾதֶߍͷฏۉ) ԣ࣠ɿ֤౎ಓ෎ݝ͝ͱͷॅ·͍ͷ໘ੵɹʲฏถʳ

Slide 38

Slide 38 text

ॎ࣠ɿ֤౎ಓ෎ݝ͝ͱͷฏۉ఺(খֶߍɾதֶߍͷฏۉ) ԣ࣠ɿ֤౎ಓ෎ݝ͝ͱͷ࣋ͪՈ཰ɹ

Slide 39

Slide 39 text

ΠϚΠν૬͕ؔऑ͍... →ɹதֶߍͷΈͷฏۉ఺Ͱൺֱͯ͠ΈΔ

Slide 40

Slide 40 text

ॎ࣠ɿ֤౎ಓ෎ݝ͝ͱͷฏۉ఺(தֶߍͷΈ) ԣ࣠ɿ֤౎ಓ෎ݝ͝ͱͷฏۉ೥ऩɹʲઍԁʳ

Slide 41

Slide 41 text

ॎ࣠ɿ֤౎ಓ෎ݝ͝ͱͷฏۉ఺(தֶߍͷΈ) ԣ࣠ɿ֤౎ಓ෎ݝ͝ͱͷ཭ࠗ཰ɹ

Slide 42

Slide 42 text

ॎ࣠ɿ֤౎ಓ෎ݝ͝ͱͷฏۉ఺(தֶߍͷΈ) ԣ࣠ɿ֤౎ಓ෎ݝ͝ͱͷ࣋ͪՈ཰ɹ

Slide 43

Slide 43 text

·͋ͦͦ͜͜ͳ૬ؔʂ

Slide 44

Slide 44 text

͓·͚ େࡕ෎ͷΈࢢொଜ͝ͱʹֶྗςετͷ݁ՌΛެද͍ͯ͠Δ ʢฏ੒24೥౓·Ͱʣ →ࢢொଜ͝ͱʹฏۉ఺ͱ೥ऩͷ૬ؔΛݟͯΈΔ

Slide 45

Slide 45 text

No content

Slide 46

Slide 46 text

·ͱΊ • ֶशۭؒ͸ੜెͷ੒੷ʹӨڹΛ༩͑͏Δʂ • ͦΕΛ෼ੳ͢Δࠃ಺ͷσʔλ͕ݟ෇͔Βͳ͍... • ֶशۭؒҎ֎ʹ΋ɺऩೖɾ࣋ͪՈ཰ɾ཭ࠗ཰͸தֶੜͷɹ ੒੷ʹ૬͕ؔ͋Γͦ͏ • େࡕͷੜెͷ੒੷͸೥ऩͰ͋Δఔ౓༧ଌͰ͖ͦ͏ ʢσʔλ͓࣋ͪͷํɺੋඇ͍ͩ͘͞...ʣ