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学習空間と成績の相関を調べてみる

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April 16, 2018
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 学習空間と成績の相関を調べてみる

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tomtoru

April 16, 2018
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Transcript

  1. ֶशۭؒͱ੒੷ͷ૬ؔ Λௐ΂ͯݟΔ 2018.04.14 @tommy_tomtoru

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

  3. None
  4. None

  5. ࠓճͷ໨ඪ ʮݐங؀ڥֶ͕शʹͲͷ༷ͳӨڹΛٴ΅͔͢஌Γ͍ͨʯ

  6. ͦ΋ͦ΋ݐங؀ڥͬͯͲΜͳ͜ͱΛݴͬͯΔͷʁ

  7. ྫ͑͹ࣨ಺ͷԻ؀ڥ Իͷ఻ൖɺ࢒ڹ࣌ؒɺःԻͳͲ

  8. ྫ͑͹ࣨ಺ͷޫ؀ڥ ࣨ಺ͷ໌Δ͞ɺάϨΞ(ݟ͑ͮΒ͞)ͳͲ

  9. ࠷ۙͷֶߍݐஙʹ͍ͭͯ

  10. "ΦʔϓϯεΫʔϧ"

  11. "࿓Լɾ௨࿏Λ։์తʹ"

  12. "࿓Լɾ௨࿏Λ։์తʹ" ؙԬೆதֶߍ

  13. "ઌੜΛ΋ͬͱ਎ۙʹ" തଟখֶߍ

  14. "ࣗવͱ৮Ε߹͏"

  15. ݐஙۭؒͱֶߍ੒੷ʹ͍ͭͯͷݚڀࣄྫ

  16. 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
  17. None

  18. ݚڀʹ༻͍ΒΕͨσʔλ

  19. ݚڀʹ༻͍ΒΕͨσʔλ

  20. ࣮ࡍʹࠃ಺ͷσʔλΛ෼ੳͯ͠ΈΔ

  21. None

  22. શࠃͷখֶ6೥ੜɾதֶ3೥ੜʹ࣮ࢪ͞Εͨ ֶྗςετͷ݁ՌΛ౎ಓ෎ݝผʹऔಘՄೳʂ

  23. શࠃͷখֶ6೥ੜɾதֶ3೥ੜʹ࣮ࢪ͞Εͨ ֶྗςετͷ݁ՌΛ౎ಓ෎ݝผʹऔಘՄೳʂ PDFϑΝΠϧͰʂ

  24. ޙ͸ݐஙతͳσʔλΛݟ͚ͭΔ͚ͩ...!

  25. ޙ͸ݐஙతͳσʔλΛݟ͚ͭΔ͚ͩͳͷʹ....

  26. None

  27. ݟ͔ͭͬͨͷ͸༮ஓԂɾߴߍͷ౷ܭͷΈ........ શવݟ෇͔Βͳ͍͠ɺ

  28. ֶशۭؒͱ੒੷ͷ૬ؔ Λௐ΂ͯݟΔ 2018.04.14 @tommy_tomtoru

  29. ֶशۭؒͱ੒੷ͷ૬ؔ Λௐ΂ͯݟΔ 2018.04.14 @tommy_tomtoru ωοτͰެද͞ΕͯΔ৭Μͳσʔλ

  30. ͔͜͜Β͸Python× jupyter labͰ ੒੷ͱ৭ʑͳࣄฑͷ૬ؔΛݟ͍͖ͯ·͢

  31. ४උ zenkoku.csv

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

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

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

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

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

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

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

  39. ΠϚΠν૬͕ؔऑ͍... →ɹதֶߍͷΈͷฏۉ఺Ͱൺֱͯ͠ΈΔ

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

  41. ॎ࣠ɿ֤౎ಓ෎ݝ͝ͱͷฏۉ఺(தֶߍͷΈ) ԣ࣠ɿ֤౎ಓ෎ݝ͝ͱͷ཭ࠗ཰ɹ

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

  43. ·͋ͦͦ͜͜ͳ૬ؔʂ

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

  45. None

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

    ʢσʔλ͓࣋ͪͷํɺੋඇ͍ͩ͘͞...ʣ