データ分析初心者が離脱しないためのModeのサポートの手厚さについて

2022/03/09に開催されたAKIBA.SaaS ONLINEでの発表資料です。

https://dev.classmethod.jp/news/akiba-saas-220309/

Transcript

1. σʔλ෼ੳॳ৺ऀ͕཭୤͠ͳ͍ͨΊͷ Modeͷαϙʔτͷखް͞ʹ͍ͭͯ $9ࣄۀຊ෦
   ಺੡Խࢧԉάϧʔϓ
   ๺઒
   Ղಸ
2. ๺઒
   Ղಸ
   
   ͍͕ͨʔ
   !LOVOB@U  ೥݄ʹ৽ଔͱͯ͠ೖࣾ 
 ࠓ݄͔Β$9ࣄۀຊ෦
   ಺੡Խࢧԉάϧʔϓ
   ͓ञ͕޷͖ 
 Ϗʔϧ͸ܰΊ͔ΒॏΊ·Ͱ 
 ׂͱͳΜͰ΋޷͖
3. ΞδΣϯμ  ͳͥσʔλͷՄࢹԽΛ͢Δͷ͔
   .PEFʹ͍ͭͯ
   σʔλ෼ੳॳ৺ऀͷ͖᪴ϙΠϯτ
   ࢖͍࢝Ίͯिؒͷखް͍αϙʔτͷཧ༝
   ࣮ࡍ࢖ͬͯΈͨ
   ·ͱΊ
4.  σʔλͷՄࢹԽ
5. ͳͥσʔλΛՄࢹԽ͢Δͷ͔  Ϗδωεʹ͓͚ΔܾఆΛଅਐ͠ɺ࣍ͷΞΫγϣϯΛܾఆ ͠΍͘͢͢ΔͨΊ
   wԾઆΛཱͯɺຊ౰ʹԾઆ௨ΓͰ͋Δ͔σʔλΛݩʹݕূ͠ɺ ࣍ͷΞΫγϣϯʹܨ͛Δ
   wσʔλಉ࢜ͷؔ܎ੑΛݟ͚ͭΔ
6. ͓ΉͭͱϏʔϧ  ΞϝϦΧͰߪങσʔλΛ෼ੳͨ݁͠Ռ 17-19࣌ʹ͓ΉͭͱϏʔϧΛങ͏͜ͱ͕ ൑໌ͨ͠
7. 5IF
   $PMMBCPSBUJWF
   %BUB
   4DJFODF
   1MBUGPSN 
8. .PEFͱ͸  42-
   1ZUIPO
   3Λ୯Ұͷ#*πʔϧʹ౷߹͢Δڞಉ෼ੳ ϓϥοτϑΥʔϜ
    ϫʔΫεϖʔεͷ࡞੒
    σʔλϕʔεͷ઀ଓ
    ίϥϘϨʔλʔͷট଴
    ෼ੳͷ࡞੒
9. ରԠͯ͠Δ%8)ɺΠϕϯττϥοΩϯάπʔϧͳͲ  https://mode.com/data-sources/
10. ໌೔΢ΣϏφʔ΍ΔΑ 
11. ෼ੳͷ࡞੒  https://mode.com/help/articles/quick-reference-guide/
12. ॳճར༻࣌ͷϑϩʔ   αΠϯΞοϓ
     ϢʔβʔωʔϜ ύεϫʔυ࡞੒
     ϓϥΠϕʔτσʔλͱͷ઀ଓ
     ॳΊͯͷΫΤϦ
13. σʔλ෼ੳऀͷॳΊͷ͖᪴ϙΠϯτ  ϓϥΠϕʔτσʔλͱͷ઀ଓ
14. ϑϦʔϛΞϜϓϥϯͰͷఏڙ  ސ٬ҡ࣋཰10%↓ / ೔
15. αϙʔτମ੍Λ੔͑Δ  উෛΛ͔͚Δ΂͖͸࠷ॳͷ1िؒ
16. αΠϯΞοϓޙिؒ͸ౖ౭ͷϝʔϧϥογϡ 
17. େ఍ͷϢʔβʔ͸िؒͰΫΤϦͷΈ࣮ࢪ  ॆ࣮ͨ͠νϡʔτϦΞϧΛఏڙ
18. 42-ͷνϡʔτϦΞϧ  Selectจ͔Β෼ੳτϨʔχϯά·ͰΛ ແྉͰެ։
19. ͦΖͦΖҿΈͨ͘ͳΓ·ͤΜ͔ʁ  ͍͍͓࣌ؒͰ͢Αʁ
20. ΫϥϑτϏʔϧͷσʔληοτ 
21.  Ұ൪͍ۤϏʔϧ͸Ͳͷ͘Β͍͍͔ۤ
22. Ұ൪͍ۤϏʔϧ͸Ͳͷ͘Β͍͍͔ۤ 
23. )5.-ΤσΟλΛར༻ͨ͠Ϩϙʔτ࡞੒ 
24. BMBNPEF  https://mode.com/example-gallery/ .PEF͔Βఏڙ͞Ε͍ͯΔϥΠϒϥϦ
25.  Ͳ͜ͰҰ൪Ϗʔϧ͕੡଄͞Ε͍ͯΔͷ͔ʁ
26. 4UBUF
    $IPSPQMFUI
    NBQ  https://mode.com/example-gallery/state-choropleth-map/
27. ·͔͞ͷਅΜதͷίϩϥυभ͕Ұ൪ଟ͍ 
28. 42-ͷ݁Ռ͕͜Μͳײ͡ 
29. ͔ͤͬ͘ͳͷͰ/FX
    :PSLͷϏʔϧ΋৭ʑݟͯΈͨ 
30. ͔ͤͬ͘ͳͷͰ/FX
    :PSLͷϏʔϧ΋৭ʑݟͯΈͨ 
31. /FX
    :PSLͷϏʔϧͱϒϦϡϫϦʔ  Craft beers dataset for BQ Beer made in NY beer brewery_name beer_style Manhattan Gold Lager (1990) The Manhattan Brewing Company American Amber / Red Lager Brooklyn Summer Ale Brooklyn Brewery English Pale Mild Ale Brooklyn Summer Ale (2011) Brooklyn Brewery English Pale Mild Ale Saranac Adirondack Light (2002) Matt Brewing Company Light Lager DAX Light (1998) Matt Brewing Company Light Lager Dundee Summer Wheat Beer Dundee Brewing Company American Pale Wheat Ale Bomb Lager (Old Recipe) Bomb Beer Company Munich Helles Lager Saranac Shandy Matt Brewing Company Shandy Jammer Sixpoint Craft Ales Gose Cream Ale Newburgh Brewing Company Cream Ale Hipster Ale (Two Roads Brewing) Evil Twin Brewing American Pale Ale (APA) Page 1 of 1 Showing 1-74 of 74 results Brewery in New York name city Chatham Brewing Chatham Newburgh Brewing … Newburgh Southampton Public… Southampton Montauk Brewing C… Montauk Matt Brewing Comp… Utica The Bronx Brewery Bronx Blue Point Brewing … Patchogue Upstate Brewing Co… Elmira Butternuts Beer and … Garrattsville Sixpoint Craft Ales Brooklyn Evil Twin Brewing Brooklyn
32. )5.-$44Λ༻͍ͨϨϙʔτͷ࡞੒ 
33. Ϩϙʔτ͸1%'ͱͯ͠ͷॻ͖ग़͠΋Մೳ  Craft beers dataset for BQ Report run on Mar 9 2022 at 6:43PM JST (Osaka) 1/2 American Beer Report Style list style num American IPA 424 American Pale Ale (APA) 245 American Amber / Red … 133 American Blonde Ale 108 American Double / Imp… 105 American Pale Wheat … 97 American Brown Ale 70 American Porter 68 Saison / Farmhouse Ale 52 Witbier 51 Fruit / Vegetable Beer 49 Ranking of ibu name style brewery_name Bitter Bitch Imperial IPA American Double / Imperial IPA Astoria Brewing Company Troopers Alley IPA American IPA Wolf Hills Brewing Company Dead-Eye DIPA American Double / Imperial IPA Cape Ann Brewing Company Bay of Bengal Double IPA (2014) American Double / Imperial IPA Christian Moerlein Brewing Com… Heady Topper American Double / Imperial IPA The Alchemist Heady Topper American Double / Imperial IPA The Alchemist Abrasive Ale American Double / Imperial IPA Surly Brewing Company More Cowbell American Double / Imperial IPA Buffalo Bayou Brewing Company Hop A-Peel American Double / Imperial IPA Atwater Brewery On the Wings of Armageddon American Double / Imperial IPA DC Brau Brewing Company Blazing World American Amber / Red Ale Modern Times Beer Page 1 of 15 Showing 1-100 of 1,405 results 42.7 Average of ibu Brewery in New York name city Chatham Brewing Chatham Newburgh Brewing Co… Newburgh Southampton Publick … Southampton Montauk Brewing Com… Montauk Matt Brewing Company Utica The Bronx Brewery Bronx Blue Point Brewing Co… Patchogue Upstate Brewing Comp… Elmira Butternuts Beer and Ale Garrattsville Sixpoint Craft Ales Brooklyn Evil Twin Brewing Brooklyn Beer made in NY beer brewery_name beer_style Manhattan Gold Lager (1990) The Manhattan Brewing Company American Amber / Red Lager Brooklyn Summer Ale Brooklyn Brewery English Pale Mild Ale Brooklyn Summer Ale (2011) Brooklyn Brewery English Pale Mild Ale Saranac Adirondack Light (2002) Matt Brewing Company Light Lager DAX Light (1998) Matt Brewing Company Light Lager Dundee Summer Wheat Beer Dundee Brewing Company American Pale Wheat Ale Bomb Lager (Old Recipe) Bomb Beer Company Munich Helles Lager Saranac Shandy Matt Brewing Company Shandy Jammer Sixpoint Craft Ales Gose Cream Ale Newburgh Brewing Company Cream Ale Hipster Ale (Two Roads Brewing) Evil Twin Brewing American Pale Ale (APA) Page 1 of 1 Showing 1-74 of 74 results
34. ·ͱΊ  42-ʹ׳Ε਌͠ΜͰ͍ΔਓͰ͋Ε͹࢖͍΍͍͢
    ࣮ࡍͷސ٬ҡ࣋཰΍ΞϯέʔτΛݩʹαϙʔτ͢ΔظؒΛ ܾΊ͍ͯΔͱ͜Ζ͕ͱͯ΋޷͖
    ແྉͰ࢖͑Δ෦෼΋ଟ͍ͷͰ#*πʔϧࣗମΛࢼͯ͠Έ͍ͨ ਓʹ΋͓͢͢Ί
    ϋΠωέϯ͸ΦϥϯμͷϏʔϧɺ#SFX%PH͸είοτϥϯυͷ ϏʔϧɺίϩφϏʔϧ͸ϝΩγίϏʔϧ 
 ҙ֎ͱ೔ຊͰങ͑ΔΞϝϦΧͷϏʔϧͬͯͳ͍ͷͶ