new file: aggregates/a-b project/ad_click.csv
new file: aggregates/a-b project/code.py new file: aggregates/codecademy_code/script.py new file: aggregates/codecademy_code/test1.py modified: aggregates/orders.csv new file: aggregates/python-aggregatesI.py new file: aggregates/python-aggregatesII.py new file: aggregates/python-aggregatesIII.py new file: aggregates/python-aggregatesIV.py new file: aggregates/python-aggregatesV.py Added aggregate files
This commit is contained in:
Jonathan Ervine
parent
ea143ef778
commit
2ba94913fb
1655
aggregates/a-b project/ad_click.csv
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1655
aggregates/a-b project/ad_click.csv
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File diff suppressed because it is too large
Load Diff
17
aggregates/a-b project/code.py
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17
aggregates/a-b project/code.py
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@ -0,0 +1,17 @@
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import pandas as pd
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ad_clicks = pd.read_csv('ad_clicks.csv')
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print(ad_clicks.head(10))
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click_source = ad_clicks.groupby('utm_source').user_id.count().reset_index()
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print(click_source)
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ad_clicks['is_click'] = ~ad_clicks.ad_click_timestamp.isnull()
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clicks_by_source = ad_clicks.groupby(['utm_source', 'is_click']).user_id.count().reset_index()
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print(clicks_by_source)
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clicks_pivot = clicks_by_source.pivot(columns='is_click', index='utm_source', values='user_id').reset_index()
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print(clicks_pivot)
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clicks_pivot['percent_clicked'] =
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7
aggregates/codecademy_code/script.py
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7
aggregates/codecademy_code/script.py
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@ -0,0 +1,7 @@
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import codecademylib
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import numpy as np
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import pandas as pd
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orders = pd.read_csv('orders.csv')
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shoe_counts = orders.groupby(['shoe_type', 'shoe_color']).id.count().reset_index()
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18
aggregates/codecademy_code/test1.py
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18
aggregates/codecademy_code/test1.py
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@ -0,0 +1,18 @@
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load_file_in_context('script.py')
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try:
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shoe_counts_pivot
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except NameError:
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fail_tests('Did you remember to define `shoe_counts_pivot`?')
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ans = orders.groupby(['shoe_type', 'shoe_color']).id.count().reset_index()\
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.pivot(columns='shoe_color', index='shoe_type', values='id')\
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.reset_index()
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if (set(ans.columns) - set(shoe_counts_pivot.columns)) == set(['shoe_type']):
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fail_tests('Did you remember to use `reset_index()` after `pivot`?')
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elif set(shoe_counts_pivot.columns) != set(ans.columns):
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fail_tests('It looks like you have the wrong columns. You should have {}, but you have {}.'.format(
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', '.join(ans.columns), ', '.join(shoe_counts_pivot.columns)))
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pass_tests()
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@ -1,125 +1,201 @@
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id,first_name last_name email \
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0,41874 Kyle Peck KylePeck71@gmail.com
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1,31349 Elizabeth Velazquez EVelazquez1971@gmail.com
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2,43416 Keith Saunders KS4047@gmail.com
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3,56054 Ryan Sweeney RyanSweeney14@outlook.com
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4,77402 Donna Blankenship DB3807@gmail.com
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5,97148 Albert Dillon Albert.Dillon@gmail.com
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6,19998 Judith Hewitt JudithHewitt98@gmail.com
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7,83290 Kayla Hardin Kayla.Hardin@gmail.com
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8,77867 Steven Blankenship Steven.Blankenship@gmail.com
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9,54885 Carol Mclaughlin CM3415@gmail.com
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1,35853 Jacob Juarez JJuarez1977@outlook.com
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11,35916 Michael Christensen Michael.Christensen@gmail.com
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12,39587 Dennis Vega Dennis.Vega@gmail.com
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13,19234 Kathleen Frost KFrost1970@gmail.com
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14,19733 Deborah Lara Deborah.Lara@gmail.com
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15,30871 Abigail Dillard ADillard1994@gmail.com
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16,11967 Maria Whitfield Maria.Whitfield@gmail.com
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17,42371 Gregory Rose GRose1983@gmail.com
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18,35693 Margaret Tyler MTyler1974@gmail.com
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19,36694 Jessica Cash JCash1997@gmail.com
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20,84933 Jeremy Holder JeremyHolder35@gmail.com
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21,92283 Diana Burgess DBurgess1998@gmail.com
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22,87240 William Calderon WilliamCalderon79@gmail.com
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23,49817 Katherine Jensen Katherine.Jensen@gmail.com
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24,18255 Tiffany Bradshaw TB6065@gmail.com
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25,16026 William Edwards WE2364@gmail.com
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26,39560 Teresa Valenzuela TValenzuela1973@gmail.com
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27,63898 Amber Gross Amber.Gross@gmail.com
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28,31777 Kayla Fox Kayla.Fox@yahoo.com
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29,42232 Megan Tyson MTyson1979@gmail.com
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.., ... ... ... ...
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69,86546 Lisa Spence LSpence1998@gmail.com
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70 55282 Noah Knox Noah.Knox@gmail.com
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71,33364 Andrea Chang Andrea.Chang@yahoo.com
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72,61294 Bobby Watkins BWatkins1975@outlook.com
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73,83961 Stephen Hogan SHogan1990@gmail.com
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74,56339 Lisa Mcfadden LisaMcfadden49@gmail.com
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75,68675 Ruth Owen RO7614@gmail.com
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76,68967 Sharon Franco SFranco1983@gmail.com
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77,42304 Danielle Hawkins DH1551@gmail.com
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78,57075 Jesse Foster JesseFoster77@gmail.com
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79 97943 David Fuentes DFuentes1984@hotmail.com
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80 93774 Rebecca Park RebeccaPark83@gmail.com
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81 70164 Ann Greene Ann.Greene@gmail.com
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82 24999 Paul Freeman PaulFreeman9@gmail.com
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83 19127 Philip Dillard Philip.Dillard@gmail.com
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84 67253 Amber Daugherty AmberDaugherty60@gmail.com
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85 55075 Ashley Rogers Ashley.Rogers@hotmail.com
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86 39447 Denise Mendoza DM2227@outlook.com
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87 26805 Sean Richardson SR5213@gmail.com
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88 35529 Carol Reilly CarolReilly18@gmail.com
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89 49703 Paul Henderson Paul.Henderson@gmail.com
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90 47183 Cynthia Duffy CDuffy1983@gmail.com
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91 83778 Joe Perry JoePerry3@gmail.com
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92 79139 Susan Cash SusanCash16@gmail.com
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93 81591 Theresa Henderson THenderson1993@gmail.com
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94 21506 Scott Deleon Scott.Deleon@gmail.com
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95 77266 Zachary Gregory Zachary.Gregory@gmail.com
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96 67264 Danielle Merrill DMerrill1998@gmail.com
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97 19100 Danielle Barron DBarron1982@gmail.com
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98 26210 Marilyn Finch MarilynFinch92@gmail.com
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shoe_type shoe_material shoe_color price
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0 ballet flats faux-leather black 385.0
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1 boots fabric brown 388.0
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2 sandles leather navy 346.0
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3 sandles fabric brown 344.0
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4 stilettos fabric brown 289.0
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5 wedges fabric brown 266.0
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6 stilettos leather black 395.0
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7 stilettos leather white 241.0
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8 wedges leather navy 266.0
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9 ballet flats faux-leather brown 440.0
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10 ballet flats leather red 331.0
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11 ballet flats faux-leather red 270.0
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12 ballet flats faux-leather brown 91.0
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13 clogs leather brown 319.0
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14 ballet flats leather white 205.0
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15 ballet flats faux-leather white 278.0
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16 wedges fabric white 180.0
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17 boots faux-leather brown 319.0
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18 ballet flats fabric brown 481.0
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19 clogs leather red 397.0
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20 wedges leather red 347.0
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21 wedges faux-leather red 324.0
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22 clogs leather red 439.0
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23 boots fabric black 171.0
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24 boots faux-leather navy 284.0
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25 sandles leather white 326.0
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26 clogs leather brown 323.0
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27 stilettos leather black 451.0
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28 sandles fabric navy 207.0
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29 sandles faux-leather white 456.0
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.. ... ... ... ...
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69 wedges faux-leather black 115.0
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70 ballet flats faux-leather white 308.0
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71 ballet flats faux-leather white 106.0
|
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72 sandles faux-leather brown 241.0
|
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73 sandles faux-leather brown 113.0
|
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74 clogs fabric black 221.0
|
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75 clogs leather white 324.0
|
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76 ballet flats fabric brown 124.0
|
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77 sandles fabric navy 122.0
|
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78 clogs fabric brown 234.0
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79 clogs fabric black 242.0
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80 ballet flats fabric black 226.0
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81 stilettos fabric red 474.0
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82 sandles fabric red 409.0
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83 wedges faux-leather red 411.0
|
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84 clogs faux-leather red 95.0
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85 wedges faux-leather brown 269.0
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86 clogs faux-leather brown 93.0
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87 sandles fabric navy 339.0
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88 wedges fabric brown 429.0
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89 stilettos fabric red 430.0
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90 clogs leather black 451.0
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91 ballet flats leather white 196.0
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92 sandles faux-leather red 185.0
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93 stilettos leather white 342.0
|
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94 stilettos fabric black 374.0
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95 sandles leather red 216.0
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96 wedges faux-leather red 461.0
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97 sandles leather white 313.0
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98 sandles leather black NaN
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id,first_name,last_name,email,shoe_type,shoe_material,shoe_color,price
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97916,Douglas,Perez,DouglasPerez28@gmail.com,stilettos,fabric,brown,90
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67691,Tiffany,O'neill,TiffanyO'neill51@gmail.com,wedges,leather,navy,94
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72818,Susan,Rivas,Susan.Rivas@gmail.com,sandals,faux-leather,white,96
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28080,Angela,Hopper,AngelaHopper62@outlook.com,stilettos,leather,red,96
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89958,Thomas,Benjamin,TBenjamin1981@gmail.com,sandals,faux-leather,navy,97
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11853,Jonathan,Park,JP1285@gmail.com,wedges,fabric,white,98
|
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73682,Christine,Adkins,ChristineAdkins83@gmail.com,stilettos,faux-leather,red,99
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52634,Cynthia,Tanner,CTanner1976@gmail.com,stilettos,faux-leather,navy,99
|
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33847,Walter,Fitzgerald,WalterFitzgerald65@gmail.com,ballet flats,leather,white,101
|
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25964,Carl,Garcia,CarlGarcia53@gmail.com,wedges,faux-leather,white,101
|
||||
42625,Louis,Bradford,LB4075@gmail.com,sandals,faux-leather,red,104
|
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34994,Karen,Hobbs,KHobbs1995@outlook.com,stilettos,fabric,black,107
|
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51530,Alexander,Franks,AlexanderFranks54@gmail.com,stilettos,fabric,white,113
|
||||
60605,Jacqueline,Petty,JacquelinePetty33@gmail.com,wedges,leather,navy,113
|
||||
76001,Anna,Garrett,AnnaGarrett50@outlook.com,ballet flats,leather,red,116
|
||||
47829,Martha,Moreno,MM5252@gmail.com,ballet flats,fabric,brown,117
|
||||
34376,Kenneth,Hess,KHess1987@gmail.com,stilettos,fabric,navy,119
|
||||
83849,Ashley,Steele,ASteele1996@yahoo.com,ballet flats,leather,red,119
|
||||
27329,Steven,Bryant,Steven.Bryant@gmail.com,ballet flats,faux-leather,red,121
|
||||
34854,Kenneth,Cash,KennethCash47@outlook.com,stilettos,faux-leather,black,121
|
||||
51997,Kyle,Dodson,Kyle.Dodson@gmail.com,stilettos,faux-leather,black,126
|
||||
32398,Patricia,Carter,PCarter1994@gmail.com,sandals,leather,navy,128
|
||||
16094,Donna,Slater,DonnaSlater28@gmail.com,wedges,fabric,brown,130
|
||||
97706,Jean,Grimes,Jean.Grimes@outlook.com,sandals,faux-leather,black,130
|
||||
77660,Bruce,White,Bruce.White@gmail.com,wedges,faux-leather,white,131
|
||||
68636,Eugene,Suarez,EugeneSuarez26@yahoo.com,stilettos,faux-leather,red,136
|
||||
49991,Brian,Parrish,BP4483@gmail.com,stilettos,faux-leather,red,136
|
||||
33738,Peter,Weber,PW3481@gmail.com,ballet flats,leather,navy,137
|
||||
14646,Rebecca,Byrd,RebeccaByrd96@hotmail.com,ballet flats,faux-leather,brown,137
|
||||
72039,Wayne,Booth,WayneBooth94@gmail.com,sandals,fabric,red,138
|
||||
45896,Jonathan,Horton,JH4273@gmail.com,sandals,faux-leather,white,139
|
||||
78272,Jeremy,Frye,Jeremy.Frye@gmail.com,ballet flats,fabric,white,140
|
||||
63778,Austin,Sharpe,Austin.Sharpe@gmail.com,stilettos,fabric,red,142
|
||||
94157,Daniel,Nelson,DanielNelson43@hotmail.com,sandals,fabric,red,143
|
||||
51738,Noah,Buchanan,NB2260@outlook.com,stilettos,leather,navy,148
|
||||
45325,Joseph,Rollins,JosephRollins51@hotmail.com,stilettos,faux-leather,red,149
|
||||
78994,Billy,Shields,BillyShields50@outlook.com,stilettos,faux-leather,brown,153
|
||||
72282,Betty,Duran,BDuran1992@hotmail.com,sandals,faux-leather,navy,162
|
||||
79129,David,Schroeder,DS5663@gmail.com,sandals,fabric,navy,164
|
||||
67770,Timothy,Booker,TB7698@outlook.com,sandals,fabric,red,165
|
||||
53574,Christine,Craft,ChristineCraft49@gmail.com,ballet flats,faux-leather,navy,166
|
||||
78499,Lori,West,LW6742@gmail.com,ballet flats,leather,red,166
|
||||
84147,Nathan,Hartman,Nathan.Hartman@gmail.com,sandals,faux-leather,red,173
|
||||
49223,Andrew,Mills,Andrew.Mills@gmail.com,sandals,faux-leather,white,177
|
||||
72971,Alan,Guthrie,AlanGuthrie41@hotmail.com,ballet flats,leather,red,179
|
||||
79527,Albert,Johns,AJohns1973@gmail.com,ballet flats,faux-leather,navy,180
|
||||
49212,Sandra,Hood,SHood1970@gmail.com,sandals,fabric,white,181
|
||||
96090,Bobby,Wyatt,Bobby.Wyatt@outlook.com,sandals,faux-leather,red,189
|
||||
95846,William,Whitney,WWhitney1997@outlook.com,wedges,faux-leather,red,189
|
||||
34182,Justin,Maddox,JM3330@gmail.com,stilettos,faux-leather,navy,191
|
||||
33728,Maria,Avery,MA2484@gmail.com,wedges,faux-leather,white,195
|
||||
89390,Virginia,Bender,VB4991@outlook.com,sandals,leather,red,195
|
||||
63429,Gregory,Head,GregoryHead36@outlook.com,stilettos,leather,red,196
|
||||
84051,Catherine,Cote,CCote1972@gmail.com,sandals,fabric,red,199
|
||||
30364,Hannah,Espinoza,Hannah.Espinoza@gmail.com,wedges,faux-leather,navy,200
|
||||
27538,Carol,Ferguson,CF5797@gmail.com,ballet flats,leather,brown,201
|
||||
65254,Betty,Daugherty,BD7840@gmail.com,stilettos,fabric,brown,205
|
||||
44917,Christopher,Morton,ChristopherMorton1@gmail.com,wedges,fabric,brown,209
|
||||
20071,Doris,Mann,DorisMann35@gmail.com,wedges,faux-leather,brown,209
|
||||
88699,Noah,Rivera,Noah.Rivera@gmail.com,stilettos,leather,red,209
|
||||
95323,Alice,Kinney,Alice.Kinney@gmail.com,wedges,leather,white,210
|
||||
90334,Joshua,Huff,JHuff1984@gmail.com,stilettos,fabric,brown,211
|
||||
94939,Rebecca,Russo,RebeccaRusso43@gmail.com,ballet flats,fabric,brown,218
|
||||
82690,Tyler,Combs,TC2777@gmail.com,ballet flats,faux-leather,navy,221
|
||||
50410,Julie,Boone,Julie.Boone@hotmail.com,sandals,fabric,navy,221
|
||||
23323,Russell,Galloway,Russell.Galloway@gmail.com,ballet flats,leather,white,224
|
||||
78159,Kayla,Dyer,KDyer1997@gmail.com,sandals,leather,white,225
|
||||
66767,Ann,Crosby,AC7606@gmail.com,stilettos,faux-leather,white,227
|
||||
19878,Theresa,Lee,TheresaLee91@gmail.com,wedges,fabric,navy,228
|
||||
26747,Sarah,Rutledge,SarahRutledge64@gmail.com,wedges,faux-leather,navy,233
|
||||
36552,Julia,Gates,Julia.Gates@gmail.com,wedges,fabric,white,239
|
||||
52508,Aaron,Maddox,AMaddox1985@gmail.com,sandals,leather,white,241
|
||||
11710,Emily,Montoya,EmilyMontoya68@gmail.com,ballet flats,faux-leather,navy,243
|
||||
38580,Joyce,Castaneda,JC2922@gmail.com,wedges,fabric,white,245
|
||||
84082,Natalie,Chang,Natalie.Chang@outlook.com,wedges,leather,brown,248
|
||||
35391,Ann,Woods,AnnWoods53@gmail.com,sandals,fabric,brown,248
|
||||
39993,Keith,Underwood,KeithUnderwood85@gmail.com,stilettos,fabric,brown,248
|
||||
20450,Kayla,Phelps,KPhelps1980@gmail.com,sandals,leather,navy,248
|
||||
81902,Donald,Hernandez,DHernandez1984@gmail.com,stilettos,leather,red,250
|
||||
57554,Jacob,Gilliam,JacobGilliam19@gmail.com,ballet flats,faux-leather,brown,253
|
||||
45645,Jean,Wilder,JWilder1988@gmail.com,ballet flats,fabric,red,256
|
||||
32796,Paul,Mitchell,Paul.Mitchell@gmail.com,wedges,fabric,white,257
|
||||
56624,Scott,Howell,ScottHowell97@gmail.com,sandals,leather,navy,257
|
||||
33639,Natalie,Gay,NGay1990@gmail.com,ballet flats,leather,red,257
|
||||
24449,Edward,King,Edward.King@gmail.com,wedges,faux-leather,white,258
|
||||
56103,Kathryn,Matthews,Kathryn.Matthews@gmail.com,sandals,faux-leather,navy,259
|
||||
53616,Heather,Burris,Heather.Burris@gmail.com,stilettos,leather,black,263
|
||||
10262,Lawrence,Weiss,Lawrence.Weiss@gmail.com,wedges,faux-leather,white,263
|
||||
52016,Frances,Terrell,FrancesTerrell68@gmail.com,sandals,leather,white,264
|
||||
90077,Michael,Copeland,Michael.Copeland@gmail.com,ballet flats,leather,white,265
|
||||
52033,Jack,Higgins,JHiggins1978@gmail.com,sandals,fabric,navy,265
|
||||
82583,Brian,Carver,Brian.Carver@gmail.com,ballet flats,fabric,white,265
|
||||
71943,Tiffany,Maynard,TM6582@gmail.com,stilettos,fabric,red,266
|
||||
39388,Ashley,Martin,Ashley.Martin@outlook.com,sandals,faux-leather,brown,274
|
||||
17697,Dylan,Short,DylanShort88@gmail.com,stilettos,faux-leather,red,279
|
||||
30400,Doris,Camacho,DorisCamacho9@gmail.com,ballet flats,leather,brown,280
|
||||
74726,Willie,Reese,Willie.Reese@gmail.com,stilettos,faux-leather,brown,284
|
||||
63935,George,Ford,George.Ford@gmail.com,ballet flats,leather,navy,284
|
||||
31134,Aaron,Mcleod,AMcleod1971@gmail.com,stilettos,fabric,brown,286
|
||||
75213,Debra,Mccormick,DMccormick1981@yahoo.com,stilettos,faux-leather,red,288
|
||||
26925,Samantha,Gross,SG3412@gmail.com,wedges,fabric,brown,292
|
||||
59502,Jennifer,Cummings,JC7055@gmail.com,stilettos,fabric,brown,293
|
||||
85679,Sarah,Valdez,Sarah.Valdez@gmail.com,ballet flats,fabric,navy,298
|
||||
38860,James,Key,James.Key@gmail.com,wedges,leather,navy,306
|
||||
36029,Mary,Barnett,Mary.Barnett@gmail.com,wedges,leather,white,309
|
||||
28879,Jose,Sherman,JS1110@gmail.com,sandals,faux-leather,brown,313
|
||||
91689,Joseph,Copeland,JCopeland1978@gmail.com,ballet flats,leather,brown,314
|
||||
74878,Ruth,Morales,RM4840@gmail.com,stilettos,leather,brown,319
|
||||
10538,Gregory,Leach,Gregory.Leach@gmail.com,wedges,faux-leather,navy,319
|
||||
36038,Nicole,Guerra,NicoleGuerra24@gmail.com,wedges,fabric,navy,324
|
||||
12323,David,Contreras,David.Contreras@gmail.com,wedges,fabric,navy,326
|
||||
11024,Theresa,Robbins,TheresaRobbins21@gmail.com,sandals,fabric,red,326
|
||||
67834,Amy,Baldwin,ABaldwin1978@gmail.com,stilettos,faux-leather,black,326
|
||||
23618,Pamela,Wolf,PamelaWolf46@yahoo.com,ballet flats,leather,navy,328
|
||||
94538,William,Duran,WD5804@gmail.com,wedges,fabric,navy,328
|
||||
12868,Michelle,Calderon,Michelle.Calderon@hotmail.com,sandals,leather,white,328
|
||||
76642,Ryan,Clarke,RC5922@gmail.com,stilettos,fabric,brown,329
|
||||
49435,Brenda,Brock,BB4163@gmail.com,stilettos,faux-leather,black,330
|
||||
67701,Douglas,Barrett,Douglas.Barrett@gmail.com,wedges,faux-leather,brown,334
|
||||
14281,Kenneth,Fitzgerald,KennethFitzgerald35@gmail.com,ballet flats,faux-leather,navy,335
|
||||
31432,Daniel,Briggs,DB7755@gmail.com,ballet flats,fabric,navy,335
|
||||
58309,Henry,Nichols,Henry.Nichols@gmail.com,wedges,fabric,red,335
|
||||
49338,Larry,Dixon,Larry.Dixon@outlook.com,wedges,leather,brown,338
|
||||
62617,Alan,Hoffman,Alan.Hoffman@gmail.com,stilettos,leather,white,338
|
||||
65110,Russell,Morrow,RM7744@gmail.com,stilettos,leather,red,339
|
||||
73565,Michelle,Vaughan,MVaughan1980@gmail.com,stilettos,fabric,brown,341
|
||||
45194,Laura,Reese,LR3650@outlook.com,wedges,faux-leather,brown,343
|
||||
15964,Charles,Buchanan,CharlesBuchanan97@gmail.com,sandals,faux-leather,black,346
|
||||
64285,Gregory,Clements,Gregory.Clements@outlook.com,stilettos,faux-leather,brown,353
|
||||
42499,Richard,Wall,Richard.Wall@gmail.com,ballet flats,leather,red,353
|
||||
68081,Walter,Blackburn,WBlackburn1987@gmail.com,sandals,leather,brown,354
|
||||
61010,Daniel,Pitts,DP4131@gmail.com,sandals,fabric,navy,355
|
||||
86911,Louis,Hendricks,Louis.Hendricks@gmail.com,wedges,fabric,brown,355
|
||||
12120,Douglas,Velez,DV8433@gmail.com,sandals,fabric,white,357
|
||||
24881,Marie,Callahan,Marie.Callahan@gmail.com,wedges,leather,navy,358
|
||||
91329,Tiffany,Bryant,TB2982@outlook.com,ballet flats,leather,navy,358
|
||||
21781,Jeffrey,Graves,JG9709@gmail.com,wedges,leather,white,359
|
||||
67869,Madison,Santiago,MadisonSantiago65@gmail.com,wedges,leather,navy,361
|
||||
46058,Jesse,Beard,JB7732@outlook.com,ballet flats,leather,brown,363
|
||||
41158,Elizabeth,Duffy,ED4195@gmail.com,ballet flats,leather,navy,364
|
||||
64126,Marilyn,Schneider,MS6235@gmail.com,stilettos,leather,navy,366
|
||||
12578,Gary,Matthews,GaryMatthews3@gmail.com,wedges,faux-leather,white,366
|
||||
91114,Peter,Harding,PH5153@outlook.com,ballet flats,faux-leather,brown,367
|
||||
40209,Keith,Small,KSmall1972@hotmail.com,ballet flats,faux-leather,red,368
|
||||
95910,Roger,Patel,RPatel1977@gmail.com,wedges,faux-leather,navy,376
|
||||
38225,Billy,Mcfadden,BM9740@gmail.com,wedges,faux-leather,red,376
|
||||
93079,Kevin,Lara,KevinLara29@hotmail.com,sandals,leather,red,377
|
||||
73531,Bryan,Coffey,BCoffey1979@gmail.com,ballet flats,faux-leather,navy,379
|
||||
90461,Larry,Mccormick,Larry.Mccormick@gmail.com,sandals,fabric,brown,383
|
||||
32521,Philip,Watson,Philip.Watson@gmail.com,sandals,fabric,red,384
|
||||
15632,Justin,Singleton,JS6672@gmail.com,stilettos,faux-leather,red,388
|
||||
17293,Jeffrey,Giles,JGiles1977@gmail.com,sandals,fabric,brown,390
|
||||
51599,Roger,Cameron,RCameron1990@gmail.com,ballet flats,leather,red,395
|
||||
48127,Benjamin,Dale,BDale1997@gmail.com,ballet flats,faux-leather,navy,397
|
||||
81484,Nicholas,Lawson,NicholasLawson27@gmail.com,stilettos,fabric,brown,399
|
||||
36852,Evelyn,Sellers,EvelynSellers10@gmail.com,wedges,leather,white,400
|
||||
33804,Kayla,Bray,KaylaBray28@gmail.com,ballet flats,faux-leather,brown,400
|
||||
48045,Matthew,Morris,MM2906@gmail.com,wedges,leather,brown,401
|
||||
76050,Austin,Maldonado,Austin.Maldonado@gmail.com,wedges,leather,navy,402
|
||||
59855,Tyler,Dillon,TylerDillon24@gmail.com,sandals,faux-leather,red,403
|
||||
55541,Catherine,Wiggins,CW4370@gmail.com,ballet flats,fabric,black,404
|
||||
35832,Eugene,James,EJ2296@gmail.com,wedges,leather,brown,407
|
||||
50348,Alexis,Noble,AlexisNoble82@gmail.com,wedges,leather,navy,411
|
||||
93197,Jean,Callahan,JeanCallahan82@gmail.com,sandals,fabric,brown,411
|
||||
38069,Douglas,Dodson,DDodson1994@hotmail.com,stilettos,faux-leather,black,411
|
||||
56261,Tyler,Carroll,Tyler.Carroll@outlook.com,ballet flats,leather,navy,411
|
||||
52535,Bruce,Frazier,BruceFrazier48@gmail.com,stilettos,leather,brown,412
|
||||
49697,Diane,Vargas,Diane.Vargas@gmail.com,stilettos,fabric,red,415
|
||||
51311,Donald,Delgado,Donald.Delgado@gmail.com,ballet flats,fabric,red,418
|
||||
24578,Michael,Drake,MichaelDrake13@gmail.com,sandals,fabric,red,419
|
||||
98468,Logan,Dickerson,LDickerson1990@gmail.com,sandals,leather,brown,421
|
||||
94856,Juan,Hall,JuanHall82@gmail.com,stilettos,fabric,red,427
|
||||
95702,Juan,Rogers,JR9106@gmail.com,ballet flats,leather,red,429
|
||||
95782,Deborah,Mclaughlin,DM2900@gmail.com,wedges,leather,white,433
|
||||
85377,Judith,Levine,JudithLevine16@gmail.com,stilettos,leather,navy,446
|
||||
84457,Katherine,Talley,Katherine.Talley@gmail.com,ballet flats,fabric,red,446
|
||||
29115,Timothy,Drake,TDrake1980@gmail.com,wedges,leather,red,446
|
||||
82234,Terry,Baxter,TerryBaxter23@outlook.com,ballet flats,leather,navy,448
|
||||
45645,Patricia,Mccoy,Patricia.Mccoy@gmail.com,stilettos,faux-leather,white,448
|
||||
11094,Judith,Palmer,JPalmer1978@outlook.com,ballet flats,faux-leather,white,457
|
||||
29387,Laura,Pate,LPate1980@gmail.com,sandals,faux-leather,red,457
|
||||
55747,Jessica,Sloan,JS9761@outlook.com,stilettos,fabric,navy,463
|
||||
86151,Donald,Page,Donald.Page@gmail.com,wedges,fabric,brown,464
|
||||
61579,Gabriel,Richards,GRichards1985@gmail.com,wedges,fabric,white,464
|
||||
46451,Sharon,Davidson,SD4858@gmail.com,stilettos,leather,black,467
|
||||
95264,Harold,Burks,HaroldBurks68@gmail.com,stilettos,fabric,white,468
|
||||
75178,Melissa,Blackwell,Melissa.Blackwell@gmail.com,sandals,leather,black,469
|
||||
57305,Bryan,Boyle,BB4671@gmail.com,ballet flats,fabric,navy,474
|
||||
68298,Amanda,Knight,AK6583@gmail.com,wedges,fabric,navy,474
|
||||
18196,Scott,Morton,SM8647@hotmail.com,wedges,faux-leather,white,475
|
||||
57860,Evelyn,Holden,Evelyn.Holden@gmail.com,ballet flats,fabric,brown,477
|
||||
31063,Debra,Nichols,DNichols1991@gmail.com,sandals,faux-leather,navy,478
|
||||
18731,Virginia,Shepard,VirginiaShepard73@gmail.com,sandals,fabric,white,480
|
||||
53962,Andrea,Trevino,Andrea.Trevino@gmail.com,sandals,fabric,navy,482
|
||||
50212,Brenda,Burnett,BrendaBurnett83@hotmail.com,sandals,fabric,navy,484
|
||||
74787,James,Gill,JamesGill43@gmail.com,sandals,fabric,brown,485
|
||||
15734,Dylan,Hurst,Dylan.Hurst@gmail.com,wedges,leather,brown,488
|
||||
18956,Tiffany,Stone,TStone1981@gmail.com,ballet flats,leather,white,492
|
||||
55835,Jeremy,Randall,JeremyRandall28@gmail.com,sandals,fabric,brown,498
|
||||
68900,Eugene,Kinney,EugeneKinney89@gmail.com,ballet flats,faux-leather,black,498
|
||||
|
Can't render this file because it has a wrong number of fields in line 34.
|
9
aggregates/python-aggregatesI.py
Normal file
9
aggregates/python-aggregatesI.py
Normal file
@ -0,0 +1,9 @@
|
||||
import pandas as pd
|
||||
|
||||
orders = pd.read_csv('orders.csv')
|
||||
|
||||
print(orders.head(10))
|
||||
|
||||
pricey_shoes = orders.groupby('shoe_type').price.max()
|
||||
print(pricey_shoes)
|
||||
print(type(pricey_shoes))
|
||||
9
aggregates/python-aggregatesII.py
Normal file
9
aggregates/python-aggregatesII.py
Normal file
@ -0,0 +1,9 @@
|
||||
import pandas as pd
|
||||
|
||||
orders = pd.read_csv('orders.csv')
|
||||
|
||||
print(orders.head(10))
|
||||
|
||||
pricey_shoes = orders.groupby('shoe_type').price.max().reset_index()
|
||||
print(pricey_shoes)
|
||||
print(type(pricey_shoes))
|
||||
10
aggregates/python-aggregatesIII.py
Normal file
10
aggregates/python-aggregatesIII.py
Normal file
@ -0,0 +1,10 @@
|
||||
import pandas as pd
|
||||
|
||||
orders = pd.read_csv('orders.csv')
|
||||
|
||||
print(orders.head(10))
|
||||
|
||||
pricey_shoes = orders.groupby('shoe_type').price.max().reset_index()
|
||||
cheap_shoes = orders.groupby('shoe_color').price.apply(lambda x: np.percentile(x, 25)).reset_index()
|
||||
|
||||
print(cheap_shoes)
|
||||
11
aggregates/python-aggregatesIV.py
Normal file
11
aggregates/python-aggregatesIV.py
Normal file
@ -0,0 +1,11 @@
|
||||
import pandas as pd
|
||||
|
||||
orders = pd.read_csv('orders.csv')
|
||||
|
||||
print(orders.head(10))
|
||||
|
||||
shoe_counts = orders.groupby(['shoe_type', 'shoe_color']).id.count().reset_index()
|
||||
|
||||
shoe_counts_pivot = shoe_counts.pivot(columns='shoe_color', index='shoe_type', values='id').reset_index()
|
||||
|
||||
print(shoe_counts_pivot)
|
||||
17
aggregates/python-aggregatesV.py
Normal file
17
aggregates/python-aggregatesV.py
Normal file
@ -0,0 +1,17 @@
|
||||
import pandas as pd
|
||||
|
||||
orders = pd.read_csv('orders.csv')
|
||||
|
||||
print(orders.head(10))
|
||||
|
||||
print(user_visits.head(10))
|
||||
click_source = user_visits.groupby('utm_source').id.count().reset_index()
|
||||
print(click_source)
|
||||
|
||||
click_source_by_month = user_visits.groupby(['utm_source', 'month']).id.count().reset_index()
|
||||
|
||||
print(click_source_by_month)
|
||||
|
||||
click_source_by_month_pivot = click_source_by_month.pivot(columns='month', index='utm_source', values='id').reset_index()
|
||||
|
||||
print(click_source_by_month_pivot)
|
||||
Loading…
Reference in New Issue
Block a user