tools

2021-10-08 17:46:57 +08:00
parent 978ad340b2
commit da9d2a79da
39 changed files with 8936 additions and 148 deletions
--- a/file_keep/eg_file/img/Composition_Bar.csv
+++ b/file_keep/eg_file/img/Composition_Bar.csv
@@ -0,0 +1,235 @@
+manufacturer
+audi
+audi
+audi
+audi
+audi
+audi
+audi
+audi
+audi
+audi
+audi
+audi
+audi
+audi
+audi
+audi
+audi
+audi
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+chevrolet
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
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+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+dodge
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+ford
+honda
+honda
+honda
+honda
+honda
+honda
+honda
+honda
+honda
+hyundai
+hyundai
+hyundai
+hyundai
+hyundai
+hyundai
+hyundai
+hyundai
+hyundai
+hyundai
+hyundai
+hyundai
+hyundai
+hyundai
+jeep
+jeep
+jeep
+jeep
+jeep
+jeep
+jeep
+jeep
+land rover
+land rover
+land rover
+land rover
+lincoln
+lincoln
+lincoln
+mercury
+mercury
+mercury
+mercury
+nissan
+nissan
+nissan
+nissan
+nissan
+nissan
+nissan
+nissan
+nissan
+nissan
+nissan
+nissan
+nissan
+pontiac
+pontiac
+pontiac
+pontiac
+pontiac
+subaru
+subaru
+subaru
+subaru
+subaru
+subaru
+subaru
+subaru
+subaru
+subaru
+subaru
+subaru
+subaru
+subaru
+toyota
+toyota
+toyota
+toyota
+toyota
+toyota
+toyota
+toyota
+toyota
+toyota
+toyota
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+toyota
+toyota
+toyota
+toyota
+toyota
+toyota
+toyota
+toyota
+toyota
+toyota
+volkswagen
+volkswagen
+volkswagen
+volkswagen
+volkswagen
+volkswagen
+volkswagen
+volkswagen
+volkswagen
+volkswagen
+volkswagen
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+volkswagen
+volkswagen
+volkswagen
+volkswagen
+volkswagen
+volkswagen
+volkswagen
+volkswagen
+volkswagen
--- a/file_keep/eg_file/img/Composition_BarOfColorsDataByGroup.csv
+++ b/file_keep/eg_file/img/Composition_BarOfColorsDataByGroup.csv
@@ -0,0 +1,235 @@
+"manufacturer","class"
+"audi","compact"
+"audi","compact"
+"audi","compact"
+"audi","compact"
+"audi","compact"
+"audi","compact"
+"audi","compact"
+"audi","compact"
+"audi","compact"
+"audi","compact"
+"audi","compact"
+"audi","compact"
+"audi","compact"
+"audi","compact"
+"audi","compact"
+"audi","midsize"
+"audi","midsize"
+"audi","midsize"
+"chevrolet","suv"
+"chevrolet","suv"
+"chevrolet","suv"
+"chevrolet","suv"
+"chevrolet","suv"
+"chevrolet","2seater"
+"chevrolet","2seater"
+"chevrolet","2seater"
+"chevrolet","2seater"
+"chevrolet","2seater"
+"chevrolet","suv"
+"chevrolet","suv"
+"chevrolet","suv"
+"chevrolet","suv"
+"chevrolet","midsize"
+"chevrolet","midsize"
+"chevrolet","midsize"
+"chevrolet","midsize"
+"chevrolet","midsize"
+"dodge","minivan"
+"dodge","minivan"
+"dodge","minivan"
+"dodge","minivan"
+"dodge","minivan"
+"dodge","minivan"
+"dodge","minivan"
+"dodge","minivan"
+"dodge","minivan"
+"dodge","minivan"
+"dodge","minivan"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","suv"
+"dodge","suv"
+"dodge","suv"
+"dodge","suv"
+"dodge","suv"
+"dodge","suv"
+"dodge","suv"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","pickup"
+"dodge","pickup"
+"ford","suv"
+"ford","suv"
+"ford","suv"
+"ford","suv"
+"ford","suv"
+"ford","suv"
+"ford","suv"
+"ford","suv"
+"ford","suv"
+"ford","pickup"
+"ford","pickup"
+"ford","pickup"
+"ford","pickup"
+"ford","pickup"
+"ford","pickup"
+"ford","pickup"
+"ford","subcompact"
+"ford","subcompact"
+"ford","subcompact"
+"ford","subcompact"
+"ford","subcompact"
+"ford","subcompact"
+"ford","subcompact"
+"ford","subcompact"
+"ford","subcompact"
+"honda","subcompact"
+"honda","subcompact"
+"honda","subcompact"
+"honda","subcompact"
+"honda","subcompact"
+"honda","subcompact"
+"honda","subcompact"
+"honda","subcompact"
+"honda","subcompact"
+"hyundai","midsize"
+"hyundai","midsize"
+"hyundai","midsize"
+"hyundai","midsize"
+"hyundai","midsize"
+"hyundai","midsize"
+"hyundai","midsize"
+"hyundai","subcompact"
+"hyundai","subcompact"
+"hyundai","subcompact"
+"hyundai","subcompact"
+"hyundai","subcompact"
+"hyundai","subcompact"
+"hyundai","subcompact"
+"jeep","suv"
+"jeep","suv"
+"jeep","suv"
+"jeep","suv"
+"jeep","suv"
+"jeep","suv"
+"jeep","suv"
+"jeep","suv"
+"land rover","suv"
+"land rover","suv"
+"land rover","suv"
+"land rover","suv"
+"lincoln","suv"
+"lincoln","suv"
+"lincoln","suv"
+"mercury","suv"
+"mercury","suv"
+"mercury","suv"
+"mercury","suv"
+"nissan","compact"
+"nissan","compact"
+"nissan","midsize"
+"nissan","midsize"
+"nissan","midsize"
+"nissan","midsize"
+"nissan","midsize"
+"nissan","midsize"
+"nissan","midsize"
+"nissan","suv"
+"nissan","suv"
+"nissan","suv"
+"nissan","suv"
+"pontiac","midsize"
+"pontiac","midsize"
+"pontiac","midsize"
+"pontiac","midsize"
+"pontiac","midsize"
+"subaru","suv"
+"subaru","suv"
+"subaru","suv"
+"subaru","suv"
+"subaru","suv"
+"subaru","suv"
+"subaru","subcompact"
+"subaru","subcompact"
+"subaru","subcompact"
+"subaru","subcompact"
+"subaru","compact"
+"subaru","compact"
+"subaru","compact"
+"subaru","compact"
+"toyota","suv"
+"toyota","suv"
+"toyota","suv"
+"toyota","suv"
+"toyota","suv"
+"toyota","suv"
+"toyota","midsize"
+"toyota","midsize"
+"toyota","midsize"
+"toyota","midsize"
+"toyota","midsize"
+"toyota","midsize"
+"toyota","midsize"
+"toyota","compact"
+"toyota","compact"
+"toyota","compact"
+"toyota","compact"
+"toyota","compact"
+"toyota","compact"
+"toyota","compact"
+"toyota","compact"
+"toyota","compact"
+"toyota","compact"
+"toyota","compact"
+"toyota","compact"
+"toyota","suv"
+"toyota","suv"
+"toyota","pickup"
+"toyota","pickup"
+"toyota","pickup"
+"toyota","pickup"
+"toyota","pickup"
+"toyota","pickup"
+"toyota","pickup"
+"volkswagen","compact"
+"volkswagen","compact"
+"volkswagen","compact"
+"volkswagen","compact"
+"volkswagen","compact"
+"volkswagen","compact"
+"volkswagen","compact"
+"volkswagen","compact"
+"volkswagen","compact"
+"volkswagen","compact"
+"volkswagen","compact"
+"volkswagen","compact"
+"volkswagen","compact"
+"volkswagen","compact"
+"volkswagen","subcompact"
+"volkswagen","subcompact"
+"volkswagen","subcompact"
+"volkswagen","subcompact"
+"volkswagen","subcompact"
+"volkswagen","subcompact"
+"volkswagen","midsize"
+"volkswagen","midsize"
+"volkswagen","midsize"
+"volkswagen","midsize"
+"volkswagen","midsize"
+"volkswagen","midsize"
+"volkswagen","midsize"
--- a/file_keep/eg_file/img/Composition_Pie.csv
+++ b/file_keep/eg_file/img/Composition_Pie.csv
@@ -0,0 +1,235 @@
+class
+compact
+compact
+compact
+compact
+compact
+compact
+compact
+compact
+compact
+compact
+compact
+compact
+compact
+compact
+compact
+midsize
+midsize
+midsize
+suv
+suv
+suv
+suv
+suv
+2seater
+2seater
+2seater
+2seater
+2seater
+suv
+suv
+suv
+suv
+midsize
+midsize
+midsize
+midsize
+midsize
+minivan
+minivan
+minivan
+minivan
+minivan
+minivan
+minivan
+minivan
+minivan
+minivan
+minivan
+pickup
+pickup
+pickup
+pickup
+pickup
+pickup
+pickup
+pickup
+pickup
+suv
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+suv
+suv
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+suv
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+pickup
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+suv
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+suv
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+suv
+pickup
+pickup
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+pickup
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+subcompact
+subcompact
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+subcompact
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+subcompact
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+subcompact
+subcompact
+midsize
+midsize
+midsize
+midsize
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+subcompact
+subcompact
+subcompact
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+subcompact
+subcompact
+subcompact
+suv
+suv
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+compact
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+midsize
+midsize
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+midsize
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+suv
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+suv
+midsize
+midsize
+midsize
+midsize
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+suv
+suv
+suv
+suv
+suv
+suv
+subcompact
+subcompact
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+compact
+compact
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+suv
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+suv
+suv
+suv
+suv
+midsize
+midsize
+midsize
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+compact
+compact
+compact
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+compact
+suv
+suv
+pickup
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+subcompact
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+subcompact
+midsize
+midsize
+midsize
+midsize
+midsize
+midsize
+midsize
--- a/file_keep/eg_file/img/Composition_Waffles.csv
+++ b/file_keep/eg_file/img/Composition_Waffles.csv
@@ -0,0 +1,235 @@
+class
+compact
+compact
+compact
+compact
+compact
+compact
+compact
+compact
+compact
+compact
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+compact
+compact
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+compact
+midsize
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+suv
+suv
+suv
+suv
+suv
+2seater
+2seater
+2seater
+2seater
+2seater
+suv
+suv
+suv
+suv
+midsize
+midsize
+midsize
+midsize
+midsize
+minivan
+minivan
+minivan
+minivan
+minivan
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+minivan
+minivan
+minivan
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+pickup
+pickup
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+suv
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+subcompact
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+midsize
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+suv
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+compact
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+midsize
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+suv
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+suv
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+subcompact
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+suv
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+midsize
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+compact
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+suv
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+pickup
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+midsize
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+midsize
--- a/file_keep/eg_file/img/Correlation_Box.csv
+++ b/file_keep/eg_file/img/Correlation_Box.csv
@@ -0,0 +1,235 @@
+cty,hwy
+18,29
+21,29
+20,31
+21,30
+16,26
+18,26
+18,27
+18,26
+16,25
+20,28
+19,27
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+14,20
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+23,29
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+26,34
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+17,22
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+18,29
+19,28
+21,29
+16,26
+18,26
+17,26
--- a/file_keep/eg_file/img/Correlation_Bubble.csv
+++ b/file_keep/eg_file/img/Correlation_Bubble.csv
@@ -0,0 +1,235 @@
+manufacturer,displ,cty,hwy
+audi,1.8,18,29
+audi,1.8,21,29
+audi,2,20,31
+audi,2,21,30
+audi,2.8,16,26
+audi,2.8,18,26
+audi,3.1,18,27
+audi,1.8,18,26
+audi,1.8,16,25
+audi,2,20,28
+audi,2,19,27
+audi,2.8,15,25
+audi,2.8,17,25
+audi,3.1,17,25
+audi,3.1,15,25
+audi,2.8,15,24
+audi,3.1,17,25
+audi,4.2,16,23
+chevrolet,5.3,14,20
+chevrolet,5.3,11,15
+chevrolet,5.3,14,20
+chevrolet,5.7,13,17
+chevrolet,6,12,17
+chevrolet,5.7,16,26
+chevrolet,5.7,15,23
+chevrolet,6.2,16,26
+chevrolet,6.2,15,25
+chevrolet,7,15,24
+chevrolet,5.3,14,19
+chevrolet,5.3,11,14
+chevrolet,5.7,11,15
+chevrolet,6.5,14,17
+chevrolet,2.4,19,27
+chevrolet,2.4,22,30
+chevrolet,3.1,18,26
+chevrolet,3.5,18,29
+chevrolet,3.6,17,26
+dodge,2.4,18,24
+dodge,3,17,24
+dodge,3.3,16,22
+dodge,3.3,16,22
+dodge,3.3,17,24
+dodge,3.3,17,24
+dodge,3.3,11,17
+dodge,3.8,15,22
+dodge,3.8,15,21
+dodge,3.8,16,23
+dodge,4,16,23
+dodge,3.7,15,19
+dodge,3.7,14,18
+dodge,3.9,13,17
+dodge,3.9,14,17
+dodge,4.7,14,19
+dodge,4.7,14,19
+dodge,4.7,9,12
+dodge,5.2,11,17
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+dodge,3.9,13,17
+dodge,4.7,13,17
+dodge,4.7,9,12
+dodge,4.7,13,17
+dodge,5.2,11,16
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+dodge,5.9,11,15
+dodge,4.7,12,16
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+dodge,4.7,12,16
+dodge,4.7,9,12
+dodge,5.2,11,15
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+ford,5.4,11,17
+ford,5.4,12,18
+ford,4,14,17
+ford,4,15,19
+ford,4,14,17
+ford,4,13,19
+ford,4.6,13,19
+ford,5,13,17
+ford,4.2,14,17
+ford,4.2,14,17
+ford,4.6,13,16
+ford,4.6,13,16
+ford,4.6,13,17
+ford,5.4,11,15
+ford,5.4,13,17
+ford,3.8,18,26
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+ford,4,17,26
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+ford,4.6,15,21
+ford,4.6,15,22
+ford,4.6,15,23
+ford,4.6,15,22
+ford,5.4,14,20
+honda,1.6,28,33
+honda,1.6,24,32
+honda,1.6,25,32
+honda,1.6,23,29
+honda,1.6,24,32
+honda,1.8,26,34
+honda,1.8,25,36
+honda,1.8,24,36
+honda,2,21,29
+hyundai,2.4,18,26
+hyundai,2.4,18,27
+hyundai,2.4,21,30
+hyundai,2.4,21,31
+hyundai,2.5,18,26
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+hyundai,2,20,27
+hyundai,2.7,17,24
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+jeep,3,17,22
+jeep,3.7,15,19
+jeep,4,15,20
+jeep,4.7,14,17
+jeep,4.7,9,12
+jeep,4.7,14,19
+jeep,5.7,13,18
+jeep,6.1,11,14
+land rover,4,11,15
+land rover,4.2,12,18
+land rover,4.4,12,18
+land rover,4.6,11,15
+lincoln,5.4,11,17
+lincoln,5.4,11,16
+lincoln,5.4,12,18
+mercury,4,14,17
+mercury,4,13,19
+mercury,4.6,13,19
+mercury,5,13,17
+nissan,2.4,21,29
+nissan,2.4,19,27
+nissan,2.5,23,31
+nissan,2.5,23,32
+nissan,3.5,19,27
+nissan,3.5,19,26
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+nissan,3.3,14,17
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+nissan,4,14,20
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+pontiac,3.1,18,26
+pontiac,3.8,16,26
+pontiac,3.8,17,27
+pontiac,3.8,18,28
+pontiac,5.3,16,25
+subaru,2.5,18,25
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+subaru,2.5,20,27
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+subaru,2.5,18,23
+subaru,2.2,21,26
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+subaru,2.5,19,26
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+subaru,2.5,20,25
+subaru,2.5,20,27
+subaru,2.5,19,25
+subaru,2.5,20,27
+toyota,2.7,15,20
+toyota,2.7,16,20
+toyota,3.4,15,19
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+toyota,4,16,20
+toyota,4.7,14,17
+toyota,2.2,21,29
+toyota,2.2,21,27
+toyota,2.4,21,31
+toyota,2.4,21,31
+toyota,3,18,26
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+toyota,2.2,21,27
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+toyota,2.4,21,31
+toyota,2.4,22,31
+toyota,3,18,26
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+toyota,3.3,18,27
+toyota,1.8,24,30
+toyota,1.8,24,33
+toyota,1.8,26,35
+toyota,1.8,28,37
+toyota,1.8,26,35
+toyota,4.7,11,15
+toyota,5.7,13,18
+toyota,2.7,15,20
+toyota,2.7,16,20
+toyota,2.7,17,22
+toyota,3.4,15,17
+toyota,3.4,15,19
+toyota,4,15,18
+toyota,4,16,20
+volkswagen,2,21,29
+volkswagen,2,19,26
+volkswagen,2,21,29
+volkswagen,2,22,29
+volkswagen,2.8,17,24
+volkswagen,1.9,33,44
+volkswagen,2,21,29
+volkswagen,2,19,26
+volkswagen,2,22,29
+volkswagen,2,21,29
+volkswagen,2.5,21,29
+volkswagen,2.5,21,29
+volkswagen,2.8,16,23
+volkswagen,2.8,17,24
+volkswagen,1.9,35,44
+volkswagen,1.9,29,41
+volkswagen,2,21,29
+volkswagen,2,19,26
+volkswagen,2.5,20,28
+volkswagen,2.5,20,29
+volkswagen,1.8,21,29
+volkswagen,1.8,18,29
+volkswagen,2,19,28
+volkswagen,2,21,29
+volkswagen,2.8,16,26
+volkswagen,2.8,18,26
+volkswagen,3.6,17,26
--- a/file_keep/eg_file/img/Correlation_Correlation.csv
+++ b/file_keep/eg_file/img/Correlation_Correlation.csv
@@ -0,0 +1,33 @@
+mpg,cyl,disp,hp,drat,wt,qsec,vs,am,gear,carb
+21,6,160,110,3.9,2.62,16.46,0,1,4,4
+21,6,160,110,3.9,2.875,17.02,0,1,4,4
+22.8,4,108,93,3.85,2.32,18.61,1,1,4,1
+21.4,6,258,110,3.08,3.215,19.44,1,0,3,1
+18.7,8,360,175,3.15,3.44,17.02,0,0,3,2
+18.1,6,225,105,2.76,3.46,20.22,1,0,3,1
+14.3,8,360,245,3.21,3.57,15.84,0,0,3,4
+24.4,4,146.7,62,3.69,3.19,20,1,0,4,2
+22.8,4,140.8,95,3.92,3.15,22.9,1,0,4,2
+19.2,6,167.6,123,3.92,3.44,18.3,1,0,4,4
+17.8,6,167.6,123,3.92,3.44,18.9,1,0,4,4
+16.4,8,275.8,180,3.07,4.07,17.4,0,0,3,3
+17.3,8,275.8,180,3.07,3.73,17.6,0,0,3,3
+15.2,8,275.8,180,3.07,3.78,18,0,0,3,3
+10.4,8,472,205,2.93,5.25,17.98,0,0,3,4
+10.4,8,460,215,3,5.424,17.82,0,0,3,4
+14.7,8,440,230,3.23,5.345,17.42,0,0,3,4
+32.4,4,78.7,66,4.08,2.2,19.47,1,1,4,1
+30.4,4,75.7,52,4.93,1.615,18.52,1,1,4,2
+33.9,4,71.1,65,4.22,1.835,19.9,1,1,4,1
+21.5,4,120.1,97,3.7,2.465,20.01,1,0,3,1
+15.5,8,318,150,2.76,3.52,16.87,0,0,3,2
+15.2,8,304,150,3.15,3.435,17.3,0,0,3,2
+13.3,8,350,245,3.73,3.84,15.41,0,0,3,4
+19.2,8,400,175,3.08,3.845,17.05,0,0,3,2
+27.3,4,79,66,4.08,1.935,18.9,1,1,4,1
+26,4,120.3,91,4.43,2.14,16.7,0,1,5,2
+30.4,4,95.1,113,3.77,1.513,16.9,1,1,5,2
+15.8,8,351,264,4.22,3.17,14.5,0,1,5,4
+19.7,6,145,175,3.62,2.77,15.5,0,1,5,6
+15,8,301,335,3.54,3.57,14.6,0,1,5,8
+21.4,4,121,109,4.11,2.78,18.6,1,1,4,2
--- a/file_keep/eg_file/img/Correlation_Count.csv
+++ b/file_keep/eg_file/img/Correlation_Count.csv
@@ -0,0 +1,235 @@
+cty,hwy
+18,29
+21,29
+20,31
+21,30
+16,26
+18,26
+18,27
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+28,33
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+26,34
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+35,44
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+18,29
+19,28
+21,29
+16,26
+18,26
+17,26
--- a/file_keep/eg_file/img/Correlation_Jitter.csv
+++ b/file_keep/eg_file/img/Correlation_Jitter.csv
@@ -0,0 +1,235 @@
+manufacturer,hwy
+audi,29
+audi,29
+audi,31
+audi,30
+audi,26
+audi,26
+audi,27
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+chevrolet,20
+chevrolet,15
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+chevrolet,17
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+chevrolet,26
+chevrolet,23
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+chevrolet,14
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+chevrolet,17
+chevrolet,27
+chevrolet,30
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+chevrolet,26
+dodge,24
+dodge,24
+dodge,22
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+dodge,24
+dodge,17
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+dodge,21
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+dodge,12
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+ford,21
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+ford,20
+honda,33
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+honda,36
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+jeep,22
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+jeep,12
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+lincoln,17
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+toyota,20
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+volkswagen,29
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+volkswagen,44
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+volkswagen,26
+volkswagen,26
+volkswagen,26
--- a/file_keep/eg_file/img/Correlation_Scatter.csv
+++ b/file_keep/eg_file/img/Correlation_Scatter.csv
@@ -0,0 +1,438 @@
+"state","area","poptotal","popdensity"
+"IL",0.052,66090,1270.96154
+"IL",0.014,10626,759
+"IL",0.022,14991,681.409091
+"IL",0.017,30806,1812.11765
+"IL",0.018,5836,324.222222
+"IL",0.05,35688,713.76
+"IL",0.017,5322,313.058824
+"IL",0.027,16805,622.407407
+"IL",0.024,13437,559.875
+"IL",0.058,173025,2983.18966
+"IL",0.042,34418,819.47619
+"IL",0.03,15921,530.7
+"IL",0.028,14460,516.428571
+"IL",0.029,33944,1170.48276
+"IL",0.03,51644,1721.46667
+"IL",0.058,5105067,88018.3966
+"IL",0.026,19464,748.615385
+"IL",0.02,10670,533.5
+"IL",0.038,77932,2050.84211
+"IL",0.023,16516,718.086957
+"IL",0.025,19464,778.56
+"IL",0.02,781666,39083.3
+"IL",0.036,19595,544.305556
+"IL",0.014,7440,531.428571
+"IL",0.028,31704,1132.28571
+"IL",0.044,20893,474.840909
+"IL",0.03,14275,475.833333
+"IL",0.025,40319,1612.76
+"IL",0.052,38080,732.307692
+"IL",0.019,6909,363.631579
+"IL",0.033,15317,464.151515
+"IL",0.026,32337,1243.73077
+"IL",0.025,8499,339.96
+"IL",0.047,21373,454.744681
+"IL",0.009,5189,576.555556
+"IL",0.023,8096,352
+"IL",0.051,51159,1003.11765
+"IL",0.067,30787,459.507463
+"IL",0.036,61067,1696.30556
+"IL",0.029,10609,365.827586
+"IL",0.033,37020,1121.81818
+"IL",0.023,20539,893
+"IL",0.035,21821,623.457143
+"IL",0.02,11347,567.35
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+"IL",0.039,96255,2468.07692
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+"IL",0.042,56393,1342.69048
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+"IL",0.068,106913,1572.25
+"IL",0.022,15972,726
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+"IL",0.062,39301,633.887097
+"IL",0.036,30798,855.5
+"IL",0.034,35244,1036.58824
+"IL",0.036,183241,5090.02778
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+"IL",0.05,47679,953.58
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+"IL",0.035,41561,1187.45714
+"IL",0.023,12846,558.521739
+"IL",0.033,16269,493
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+"IL",0.021,13930,663.333333
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+"IL",0.025,15548,621.92
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+"IL",0.01,5730,573
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+"WI",0.041,15682,382.487805
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+"WI",0.094,115400,1227.65957
+"WI",0.082,40548,494.487805
+"WI",0.027,12321,456.333333
+"WI",0.021,3890,185.238095
+"WI",0.015,959275,63951.6667
+"WI",0.054,36633,678.388889
+"WI",0.06,30226,503.766667
+"WI",0.071,31679,446.183099
+"WI",0.037,140510,3797.56757
+"WI",0.015,72831,4855.4
+"WI",0.014,7107,507.642857
+"WI",0.034,32765,963.676471
+"WI",0.055,34773,632.236364
+"WI",0.048,61405,1279.27083
+"WI",0.075,15600,208
+"WI",0.02,175034,8751.7
+"WI",0.034,17521,515.323529
+"WI",0.042,139510,3321.66667
+"WI",0.055,15079,274.163636
+"WI",0.044,50251,1142.06818
+"WI",0.05,46975,939.5
+"WI",0.079,14181,179.506329
+"WI",0.054,37157,688.092593
+"WI",0.032,103877,3246.15625
+"WI",0.057,18901,331.596491
+"WI",0.043,25263,587.511628
+"WI",0.048,25617,533.6875
+"WI",0.06,17707,295.116667
+"WI",0.032,75000,2343.75
+"WI",0.05,13772,275.44
+"WI",0.025,95328,3813.12
+"WI",0.034,304715,8962.20588
+"WI",0.045,46104,1024.53333
+"WI",0.037,19385,523.918919
+"WI",0.035,140320,4009.14286
+"WI",0.048,73605,1533.4375
--- a/file_keep/eg_file/img/Deviation_Area.csv
+++ b/file_keep/eg_file/img/Deviation_Area.csv
@@ -0,0 +1,103 @@
+date,psavert
+1967-07-01,12.6
+1967-08-01,12.6
+1967-09-01,11.9
+1967-10-01,12.9
+1967-11-01,12.8
+1967-12-01,11.8
+1968-01-01,11.7
+1968-02-01,12.3
+1968-03-01,11.7
+1968-04-01,12.3
+1968-05-01,12
+1968-06-01,11.7
+1968-07-01,10.7
+1968-08-01,10.5
+1968-09-01,10.6
+1968-10-01,10.8
+1968-11-01,10.6
+1968-12-01,11.1
+1969-01-01,10.3
+1969-02-01,9.7
+1969-03-01,10.2
+1969-04-01,9.7
+1969-05-01,10.1
+1969-06-01,11.1
+1969-07-01,11.8
+1969-08-01,11.5
+1969-09-01,11.6
+1969-10-01,11.4
+1969-11-01,11.6
+1969-12-01,11.8
+1970-01-01,11.8
+1970-02-01,11.7
+1970-03-01,12.4
+1970-04-01,13.3
+1970-05-01,12.4
+1970-06-01,12.3
+1970-07-01,13.5
+1970-08-01,13.4
+1970-09-01,12.9
+1970-10-01,13.1
+1970-11-01,13.6
+1970-12-01,13.2
+1971-01-01,13.3
+1971-02-01,13.3
+1971-03-01,13.5
+1971-04-01,13.2
+1971-05-01,13.6
+1971-06-01,14.7
+1971-07-01,13.8
+1971-08-01,13.6
+1971-09-01,13.3
+1971-10-01,13.3
+1971-11-01,13.1
+1971-12-01,13
+1972-01-01,12.5
+1972-02-01,12.8
+1972-03-01,11.8
+1972-04-01,11.5
+1972-05-01,11.7
+1972-06-01,11.7
+1972-07-01,11.7
+1972-08-01,12
+1972-09-01,12.2
+1972-10-01,13
+1972-11-01,13.6
+1972-12-01,13.7
+1973-01-01,12.4
+1973-02-01,12.5
+1973-03-01,12.7
+1973-04-01,13.2
+1973-05-01,13.2
+1973-06-01,13.6
+1973-07-01,13.2
+1973-08-01,13.9
+1973-09-01,13.1
+1973-10-01,14.4
+1973-11-01,14.4
+1973-12-01,14.8
+1974-01-01,14.3
+1974-02-01,14.2
+1974-03-01,13.4
+1974-04-01,13.1
+1974-05-01,12.8
+1974-06-01,12.8
+1974-07-01,12.8
+1974-08-01,12.1
+1974-09-01,12.9
+1974-10-01,13.4
+1974-11-01,13.8
+1974-12-01,14
+1975-01-01,13.2
+1975-02-01,12.5
+1975-03-01,12.7
+1975-04-01,14.2
+1975-05-01,17.3
+1975-06-01,14.3
+1975-07-01,12.6
+1975-08-01,13
+1975-09-01,13
+1975-10-01,13.4
+1975-11-01,12.7
+1975-12-01,12
--- a/file_keep/eg_file/img/Deviation_Bar.csv
+++ b/file_keep/eg_file/img/Deviation_Bar.csv
@@ -0,0 +1,33 @@
+,mpg,mileage
+Mazda RX4,-0.67,Above Average
+Mazda RX4 Wag,-1.61,Above Average
+Datsun 710,0.9,Above Average
+Hornet 4 Drive,-0.62,Above Average
+Hornet Sportabout,0.93,Above Average
+Valiant,0.76,Above Average
+Duster 360,0.94,Above Average
+Merc 240D,-0.13,Above Average
+Merc 230,-1.21,Above Average
+Merc 280,1.14,Above Average
+Merc 280C,0.73,Above Average
+Merc 450SE,0.88,Above Average
+Merc 450SL,0.47,Above Average
+Merc 450SLC,-1.87,Above Average
+Cadillac Fleetwood,1.5,Above Average
+Lincoln Continental,1.23,Above Average
+Chrysler Imperial,-1.15,Below Average
+Fiat 128,-0.81,Below Average
+Honda Civic,-0.11,Below Average
+Toyota Corolla,1.07,Below Average
+Toyota Corona,0.74,Below Average
+Dodge Challenger,1.78,Below Average
+AMC Javelin,-0.15,Below Average
+Camaro Z28,-0.59,Below Average
+Pontiac Firebird,0.4,Below Average
+Fiat X1-9,1.79,Below Average
+Porsche 914-2,-1.24,Below Average
+Lotus Europa,1.42,Below Average
+Ford Pantera L,-1.45,Below Average
+Ferrari Dino,-0.49,Below Average
+Maserati Bora,0.64,Below Average
+Volvo 142E,0.56,Below Average
--- a/file_keep/eg_file/img/Deviation_Lollipop.csv
+++ b/file_keep/eg_file/img/Deviation_Lollipop.csv
@@ -0,0 +1,33 @@
+"V1","V2"
+"Mazda RX4","1.74"
+"Mazda RX4 Wag","-0.27"
+"Datsun 710","-1.46"
+"Hornet 4 Drive","1.12"
+"Hornet Sportabout","0.23"
+"Valiant","0.08"
+"Duster 360","-0.04"
+"Merc 240D","-1.97"
+"Merc 230","-0.29"
+"Merc 280","0.42"
+"Merc 280C","-1.04"
+"Merc 450SE","-0.87"
+"Merc 450SL","0.49"
+"Merc 450SLC","0.03"
+"Cadillac Fleetwood","1.25"
+"Lincoln Continental","1.35"
+"Chrysler Imperial","1.54"
+"Fiat 128","0.01"
+"Honda Civic","-1.57"
+"Toyota Corolla","1.18"
+"Toyota Corona","-0.49"
+"Dodge Challenger","0.93"
+"AMC Javelin","1.37"
+"Camaro Z28","0.28"
+"Pontiac Firebird","0.16"
+"Fiat X1-9","-1.34"
+"Porsche 914-2","-0.43"
+"Lotus Europa","1.02"
+"Ford Pantera L","1.88"
+"Ferrari Dino","1.82"
+"Maserati Bora","0.11"
+"Volvo 142E","1.74"
--- a/file_keep/eg_file/img/Distribution_BoxWithDots.csv
+++ b/file_keep/eg_file/img/Distribution_BoxWithDots.csv
@@ -0,0 +1,235 @@
+manufacturer,cty
+audi,18
+audi,21
+audi,20
+audi,21
+audi,16
+audi,18
+audi,18
+audi,18
+audi,16
+audi,20
+audi,19
+audi,15
+audi,17
+audi,17
+audi,15
+audi,15
+audi,17
+audi,16
+chevrolet,14
+chevrolet,11
+chevrolet,14
+chevrolet,13
+chevrolet,12
+chevrolet,16
+chevrolet,15
+chevrolet,16
+chevrolet,15
+chevrolet,15
+chevrolet,14
+chevrolet,11
+chevrolet,11
+chevrolet,14
+chevrolet,19
+chevrolet,22
+chevrolet,18
+chevrolet,18
+chevrolet,17
+dodge,18
+dodge,17
+dodge,16
+dodge,16
+dodge,17
+dodge,17
+dodge,11
+dodge,15
+dodge,15
+dodge,16
+dodge,16
+dodge,15
+dodge,14
+dodge,13
+dodge,14
+dodge,14
+dodge,14
+dodge,9
+dodge,11
+dodge,11
+dodge,13
+dodge,13
+dodge,9
+dodge,13
+dodge,11
+dodge,13
+dodge,11
+dodge,12
+dodge,9
+dodge,13
+dodge,13
+dodge,12
+dodge,9
+dodge,11
+dodge,11
+dodge,13
+dodge,11
+ford,11
+ford,11
+ford,12
+ford,14
+ford,15
+ford,14
+ford,13
+ford,13
+ford,13
+ford,14
+ford,14
+ford,13
+ford,13
+ford,13
+ford,11
+ford,13
+ford,18
+ford,18
+ford,17
+ford,16
+ford,15
+ford,15
+ford,15
+ford,15
+ford,14
+honda,28
+honda,24
+honda,25
+honda,23
+honda,24
+honda,26
+honda,25
+honda,24
+honda,21
+hyundai,18
+hyundai,18
+hyundai,21
+hyundai,21
+hyundai,18
+hyundai,18
+hyundai,19
+hyundai,19
+hyundai,19
+hyundai,20
+hyundai,20
+hyundai,17
+hyundai,16
+hyundai,17
+jeep,17
+jeep,15
+jeep,15
+jeep,14
+jeep,9
+jeep,14
+jeep,13
+jeep,11
+land rover,11
+land rover,12
+land rover,12
+land rover,11
+lincoln,11
+lincoln,11
+lincoln,12
+mercury,14
+mercury,13
+mercury,13
+mercury,13
+nissan,21
+nissan,19
+nissan,23
+nissan,23
+nissan,19
+nissan,19
+nissan,18
+nissan,19
+nissan,19
+nissan,14
+nissan,15
+nissan,14
+nissan,12
+pontiac,18
+pontiac,16
+pontiac,17
+pontiac,18
+pontiac,16
+subaru,18
+subaru,18
+subaru,20
+subaru,19
+subaru,20
+subaru,18
+subaru,21
+subaru,19
+subaru,19
+subaru,19
+subaru,20
+subaru,20
+subaru,19
+subaru,20
+toyota,15
+toyota,16
+toyota,15
+toyota,15
+toyota,16
+toyota,14
+toyota,21
+toyota,21
+toyota,21
+toyota,21
+toyota,18
+toyota,18
+toyota,19
+toyota,21
+toyota,21
+toyota,21
+toyota,22
+toyota,18
+toyota,18
+toyota,18
+toyota,24
+toyota,24
+toyota,26
+toyota,28
+toyota,26
+toyota,11
+toyota,13
+toyota,15
+toyota,16
+toyota,17
+toyota,15
+toyota,15
+toyota,15
+toyota,16
+volkswagen,21
+volkswagen,19
+volkswagen,21
+volkswagen,22
+volkswagen,17
+volkswagen,33
+volkswagen,21
+volkswagen,19
+volkswagen,22
+volkswagen,21
+volkswagen,21
+volkswagen,21
+volkswagen,16
+volkswagen,17
+volkswagen,35
+volkswagen,29
+volkswagen,21
+volkswagen,19
+volkswagen,20
+volkswagen,20
+volkswagen,21
+volkswagen,18
+volkswagen,19
+volkswagen,21
+volkswagen,16
+volkswagen,18
+volkswagen,17
--- a/file_keep/eg_file/img/Distribution_Box_1.csv
+++ b/file_keep/eg_file/img/Distribution_Box_1.csv
@@ -0,0 +1,235 @@
+class,cty
+compact,18
+compact,21
+compact,20
+compact,21
+compact,16
+compact,18
+compact,18
+compact,18
+compact,16
+compact,20
+compact,19
+compact,15
+compact,17
+compact,17
+compact,15
+midsize,15
+midsize,17
+midsize,16
+suv,14
+suv,11
+suv,14
+suv,13
+suv,12
+2seater,16
+2seater,15
+2seater,16
+2seater,15
+2seater,15
+suv,14
+suv,11
+suv,11
+suv,14
+midsize,19
+midsize,22
+midsize,18
+midsize,18
+midsize,17
+minivan,18
+minivan,17
+minivan,16
+minivan,16
+minivan,17
+minivan,17
+minivan,11
+minivan,15
+minivan,15
+minivan,16
+minivan,16
+pickup,15
+pickup,14
+pickup,13
+pickup,14
+pickup,14
+pickup,14
+pickup,9
+pickup,11
+pickup,11
+suv,13
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+suv,11
+pickup,12
+pickup,9
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+pickup,13
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+pickup,9
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+suv,14
+suv,13
+suv,13
+suv,13
+pickup,14
+pickup,14
+pickup,13
+pickup,13
+pickup,13
+pickup,11
+pickup,13
+subcompact,18
+subcompact,18
+subcompact,17
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+subcompact,15
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+subcompact,14
+subcompact,28
+subcompact,24
+subcompact,25
+subcompact,23
+subcompact,24
+subcompact,26
+subcompact,25
+subcompact,24
+subcompact,21
+midsize,18
+midsize,18
+midsize,21
+midsize,21
+midsize,18
+midsize,18
+midsize,19
+subcompact,19
+subcompact,19
+subcompact,20
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+subcompact,17
+subcompact,16
+subcompact,17
+suv,17
+suv,15
+suv,15
+suv,14
+suv,9
+suv,14
+suv,13
+suv,11
+suv,11
+suv,12
+suv,12
+suv,11
+suv,11
+suv,11
+suv,12
+suv,14
+suv,13
+suv,13
+suv,13
+compact,21
+compact,19
+midsize,23
+midsize,23
+midsize,19
+midsize,19
+midsize,18
+midsize,19
+midsize,19
+suv,14
+suv,15
+suv,14
+suv,12
+midsize,18
+midsize,16
+midsize,17
+midsize,18
+midsize,16
+suv,18
+suv,18
+suv,20
+suv,19
+suv,20
+suv,18
+subcompact,21
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+subcompact,19
+compact,20
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+compact,19
+compact,20
+suv,15
+suv,16
+suv,15
+suv,15
+suv,16
+suv,14
+midsize,21
+midsize,21
+midsize,21
+midsize,21
+midsize,18
+midsize,18
+midsize,19
+compact,21
+compact,21
+compact,21
+compact,22
+compact,18
+compact,18
+compact,18
+compact,24
+compact,24
+compact,26
+compact,28
+compact,26
+suv,11
+suv,13
+pickup,15
+pickup,16
+pickup,17
+pickup,15
+pickup,15
+pickup,15
+pickup,16
+compact,21
+compact,19
+compact,21
+compact,22
+compact,17
+compact,33
+compact,21
+compact,19
+compact,22
+compact,21
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+compact,16
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+subcompact,35
+subcompact,29
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+subcompact,19
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+subcompact,20
+midsize,21
+midsize,18
+midsize,19
+midsize,21
+midsize,16
+midsize,18
+midsize,17
--- a/file_keep/eg_file/img/Distribution_Box_2.csv
+++ b/file_keep/eg_file/img/Distribution_Box_2.csv
@@ -0,0 +1,235 @@
+class,cty,cyl
+compact,18,4
+compact,21,4
+compact,20,4
+compact,21,4
+compact,16,6
+compact,18,6
+compact,18,6
+compact,18,4
+compact,16,4
+compact,20,4
+compact,19,4
+compact,15,6
+compact,17,6
+compact,17,6
+compact,15,6
+midsize,15,6
+midsize,17,6
+midsize,16,8
+suv,14,8
+suv,11,8
+suv,14,8
+suv,13,8
+suv,12,8
+2seater,16,8
+2seater,15,8
+2seater,16,8
+2seater,15,8
+2seater,15,8
+suv,14,8
+suv,11,8
+suv,11,8
+suv,14,8
+midsize,19,4
+midsize,22,4
+midsize,18,6
+midsize,18,6
+midsize,17,6
+minivan,18,4
+minivan,17,6
+minivan,16,6
+minivan,16,6
+minivan,17,6
+minivan,17,6
+minivan,11,6
+minivan,15,6
+minivan,15,6
+minivan,16,6
+minivan,16,6
+pickup,15,6
+pickup,14,6
+pickup,13,6
+pickup,14,6
+pickup,14,8
+pickup,14,8
+pickup,9,8
+pickup,11,8
+pickup,11,8
+suv,13,6
+suv,13,8
+suv,9,8
+suv,13,8
+suv,11,8
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+suv,11,8
+pickup,12,8
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+pickup,11,8
+pickup,11,8
+pickup,13,8
+pickup,11,8
+suv,11,8
+suv,11,8
+suv,12,8
+suv,14,6
+suv,15,6
+suv,14,6
+suv,13,6
+suv,13,8
+suv,13,8
+pickup,14,6
+pickup,14,6
+pickup,13,8
+pickup,13,8
+pickup,13,8
+pickup,11,8
+pickup,13,8
+subcompact,18,6
+subcompact,18,6
+subcompact,17,6
+subcompact,16,6
+subcompact,15,8
+subcompact,15,8
+subcompact,15,8
+subcompact,15,8
+subcompact,14,8
+subcompact,28,4
+subcompact,24,4
+subcompact,25,4
+subcompact,23,4
+subcompact,24,4
+subcompact,26,4
+subcompact,25,4
+subcompact,24,4
+subcompact,21,4
+midsize,18,4
+midsize,18,4
+midsize,21,4
+midsize,21,4
+midsize,18,6
+midsize,18,6
+midsize,19,6
+subcompact,19,4
+subcompact,19,4
+subcompact,20,4
+subcompact,20,4
+subcompact,17,6
+subcompact,16,6
+subcompact,17,6
+suv,17,6
+suv,15,6
+suv,15,6
+suv,14,8
+suv,9,8
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+suv,13,8
+suv,11,8
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+suv,12,8
+suv,12,8
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+suv,14,6
+suv,13,6
+suv,13,8
+suv,13,8
+compact,21,4
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+midsize,23,4
+midsize,23,4
+midsize,19,6
+midsize,19,6
+midsize,18,6
+midsize,19,6
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+suv,14,6
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+suv,12,8
+midsize,18,6
+midsize,16,6
+midsize,17,6
+midsize,18,6
+midsize,16,8
+suv,18,4
+suv,18,4
+suv,20,4
+suv,19,4
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+suv,18,4
+subcompact,21,4
+subcompact,19,4
+subcompact,19,4
+subcompact,19,4
+compact,20,4
+compact,20,4
+compact,19,4
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+suv,15,4
+suv,16,4
+suv,15,6
+suv,15,6
+suv,16,6
+suv,14,8
+midsize,21,4
+midsize,21,4
+midsize,21,4
+midsize,21,4
+midsize,18,6
+midsize,18,6
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+compact,21,4
+compact,21,4
+compact,21,4
+compact,22,4
+compact,18,6
+compact,18,6
+compact,18,6
+compact,24,4
+compact,24,4
+compact,26,4
+compact,28,4
+compact,26,4
+suv,11,8
+suv,13,8
+pickup,15,4
+pickup,16,4
+pickup,17,4
+pickup,15,6
+pickup,15,6
+pickup,15,6
+pickup,16,6
+compact,21,4
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+compact,21,4
+compact,22,4
+compact,17,6
+compact,33,4
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+compact,19,4
+compact,22,4
+compact,21,4
+compact,21,5
+compact,21,5
+compact,16,6
+compact,17,6
+subcompact,35,4
+subcompact,29,4
+subcompact,21,4
+subcompact,19,4
+subcompact,20,5
+subcompact,20,5
+midsize,21,4
+midsize,18,4
+midsize,19,4
+midsize,21,4
+midsize,16,6
+midsize,18,6
+midsize,17,6
--- a/file_keep/eg_file/img/Distribution_DensityFunction.csv
+++ b/file_keep/eg_file/img/Distribution_DensityFunction.csv
@@ -0,0 +1,235 @@
+cty,cyl
+18,4
+21,4
+20,4
+21,4
+16,6
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--- a/file_keep/eg_file/img/Distribution_Histogram.csv
+++ b/file_keep/eg_file/img/Distribution_Histogram.csv
@@ -0,0 +1,235 @@
+displ,class
+1.8,compact
+1.8,compact
+2,compact
+2,compact
+2.8,compact
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+3.1,compact
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+3.8,subcompact
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+4,subcompact
+4,subcompact
+4.6,subcompact
+4.6,subcompact
+4.6,subcompact
+4.6,subcompact
+5.4,subcompact
+1.6,subcompact
+1.6,subcompact
+1.6,subcompact
+1.6,subcompact
+1.6,subcompact
+1.8,subcompact
+1.8,subcompact
+1.8,subcompact
+2,subcompact
+2.4,midsize
+2.4,midsize
+2.4,midsize
+2.4,midsize
+2.5,midsize
+2.5,midsize
+3.3,midsize
+2,subcompact
+2,subcompact
+2,subcompact
+2,subcompact
+2.7,subcompact
+2.7,subcompact
+2.7,subcompact
+3,suv
+3.7,suv
+4,suv
+4.7,suv
+4.7,suv
+4.7,suv
+5.7,suv
+6.1,suv
+4,suv
+4.2,suv
+4.4,suv
+4.6,suv
+5.4,suv
+5.4,suv
+5.4,suv
+4,suv
+4,suv
+4.6,suv
+5,suv
+2.4,compact
+2.4,compact
+2.5,midsize
+2.5,midsize
+3.5,midsize
+3.5,midsize
+3,midsize
+3,midsize
+3.5,midsize
+3.3,suv
+3.3,suv
+4,suv
+5.6,suv
+3.1,midsize
+3.8,midsize
+3.8,midsize
+3.8,midsize
+5.3,midsize
+2.5,suv
+2.5,suv
+2.5,suv
+2.5,suv
+2.5,suv
+2.5,suv
+2.2,subcompact
+2.2,subcompact
+2.5,subcompact
+2.5,subcompact
+2.5,compact
+2.5,compact
+2.5,compact
+2.5,compact
+2.7,suv
+2.7,suv
+3.4,suv
+3.4,suv
+4,suv
+4.7,suv
+2.2,midsize
+2.2,midsize
+2.4,midsize
+2.4,midsize
+3,midsize
+3,midsize
+3.5,midsize
+2.2,compact
+2.2,compact
+2.4,compact
+2.4,compact
+3,compact
+3,compact
+3.3,compact
+1.8,compact
+1.8,compact
+1.8,compact
+1.8,compact
+1.8,compact
+4.7,suv
+5.7,suv
+2.7,pickup
+2.7,pickup
+2.7,pickup
+3.4,pickup
+3.4,pickup
+4,pickup
+4,pickup
+2,compact
+2,compact
+2,compact
+2,compact
+2.8,compact
+1.9,compact
+2,compact
+2,compact
+2,compact
+2,compact
+2.5,compact
+2.5,compact
+2.8,compact
+2.8,compact
+1.9,subcompact
+1.9,subcompact
+2,subcompact
+2,subcompact
+2.5,subcompact
+2.5,subcompact
+1.8,midsize
+1.8,midsize
+2,midsize
+2,midsize
+2.8,midsize
+2.8,midsize
+3.6,midsize
--- a/file_keep/eg_file/img/Distribution_HistogramOfClassificationVariables.csv
+++ b/file_keep/eg_file/img/Distribution_HistogramOfClassificationVariables.csv
@@ -0,0 +1,235 @@
+manufacturer,class
+audi,compact
+audi,compact
+audi,compact
+audi,compact
+audi,compact
+audi,compact
+audi,compact
+audi,compact
+audi,compact
+audi,compact
+audi,compact
+audi,compact
+audi,compact
+audi,compact
+audi,compact
+audi,midsize
+audi,midsize
+audi,midsize
+chevrolet,suv
+chevrolet,suv
+chevrolet,suv
+chevrolet,suv
+chevrolet,suv
+chevrolet,2seater
+chevrolet,2seater
+chevrolet,2seater
+chevrolet,2seater
+chevrolet,2seater
+chevrolet,suv
+chevrolet,suv
+chevrolet,suv
+chevrolet,suv
+chevrolet,midsize
+chevrolet,midsize
+chevrolet,midsize
+chevrolet,midsize
+chevrolet,midsize
+dodge,minivan
+dodge,minivan
+dodge,minivan
+dodge,minivan
+dodge,minivan
+dodge,minivan
+dodge,minivan
+dodge,minivan
+dodge,minivan
+dodge,minivan
+dodge,minivan
+dodge,pickup
+dodge,pickup
+dodge,pickup
+dodge,pickup
+dodge,pickup
+dodge,pickup
+dodge,pickup
+dodge,pickup
+dodge,pickup
+dodge,suv
+dodge,suv
+dodge,suv
+dodge,suv
+dodge,suv
+dodge,suv
+dodge,suv
+dodge,pickup
+dodge,pickup
+dodge,pickup
+dodge,pickup
+dodge,pickup
+dodge,pickup
+dodge,pickup
+dodge,pickup
+dodge,pickup
+dodge,pickup
+ford,suv
+ford,suv
+ford,suv
+ford,suv
+ford,suv
+ford,suv
+ford,suv
+ford,suv
+ford,suv
+ford,pickup
+ford,pickup
+ford,pickup
+ford,pickup
+ford,pickup
+ford,pickup
+ford,pickup
+ford,subcompact
+ford,subcompact
+ford,subcompact
+ford,subcompact
+ford,subcompact
+ford,subcompact
+ford,subcompact
+ford,subcompact
+ford,subcompact
+honda,subcompact
+honda,subcompact
+honda,subcompact
+honda,subcompact
+honda,subcompact
+honda,subcompact
+honda,subcompact
+honda,subcompact
+honda,subcompact
+hyundai,midsize
+hyundai,midsize
+hyundai,midsize
+hyundai,midsize
+hyundai,midsize
+hyundai,midsize
+hyundai,midsize
+hyundai,subcompact
+hyundai,subcompact
+hyundai,subcompact
+hyundai,subcompact
+hyundai,subcompact
+hyundai,subcompact
+hyundai,subcompact
+jeep,suv
+jeep,suv
+jeep,suv
+jeep,suv
+jeep,suv
+jeep,suv
+jeep,suv
+jeep,suv
+land rover,suv
+land rover,suv
+land rover,suv
+land rover,suv
+lincoln,suv
+lincoln,suv
+lincoln,suv
+mercury,suv
+mercury,suv
+mercury,suv
+mercury,suv
+nissan,compact
+nissan,compact
+nissan,midsize
+nissan,midsize
+nissan,midsize
+nissan,midsize
+nissan,midsize
+nissan,midsize
+nissan,midsize
+nissan,suv
+nissan,suv
+nissan,suv
+nissan,suv
+pontiac,midsize
+pontiac,midsize
+pontiac,midsize
+pontiac,midsize
+pontiac,midsize
+subaru,suv
+subaru,suv
+subaru,suv
+subaru,suv
+subaru,suv
+subaru,suv
+subaru,subcompact
+subaru,subcompact
+subaru,subcompact
+subaru,subcompact
+subaru,compact
+subaru,compact
+subaru,compact
+subaru,compact
+toyota,suv
+toyota,suv
+toyota,suv
+toyota,suv
+toyota,suv
+toyota,suv
+toyota,midsize
+toyota,midsize
+toyota,midsize
+toyota,midsize
+toyota,midsize
+toyota,midsize
+toyota,midsize
+toyota,compact
+toyota,compact
+toyota,compact
+toyota,compact
+toyota,compact
+toyota,compact
+toyota,compact
+toyota,compact
+toyota,compact
+toyota,compact
+toyota,compact
+toyota,compact
+toyota,suv
+toyota,suv
+toyota,pickup
+toyota,pickup
+toyota,pickup
+toyota,pickup
+toyota,pickup
+toyota,pickup
+toyota,pickup
+volkswagen,compact
+volkswagen,compact
+volkswagen,compact
+volkswagen,compact
+volkswagen,compact
+volkswagen,compact
+volkswagen,compact
+volkswagen,compact
+volkswagen,compact
+volkswagen,compact
+volkswagen,compact
+volkswagen,compact
+volkswagen,compact
+volkswagen,compact
+volkswagen,subcompact
+volkswagen,subcompact
+volkswagen,subcompact
+volkswagen,subcompact
+volkswagen,subcompact
+volkswagen,subcompact
+volkswagen,midsize
+volkswagen,midsize
+volkswagen,midsize
+volkswagen,midsize
+volkswagen,midsize
+volkswagen,midsize
+volkswagen,midsize
--- a/file_keep/eg_file/img/Distribution_PopulationPyramid.csv
+++ b/file_keep/eg_file/img/Distribution_PopulationPyramid.csv
@@ -0,0 +1,43 @@
+Stage,Users,Gender
+Stage 01: Browsers,-14927618.7065238,Male
+Stage 02: Unbounced Users,-12862663.40577,Male
+Stage 03: Email Signups,-11361896.414205,Male
+Stage 04: Email Confirmed,-9411708.10306551,Male
+Stage 05: Campaign-Email Opens,-8074316.61565254,Male
+Stage 06: Campaign-Email Clickthroughs,-6958512.21751809,Male
+Stage 07: Buy Button Page,-6045363.48273234,Male
+Stage 08: Buy Button Clickers,-5029954.21439611,Male
+Stage 09: Cart Confirmation Page,-4008034.11281016,Male
+Stage 10: Address Verification Page,-3172555.22488748,Male
+Stage 11: Submit Order Page,-2484808.19938415,Male
+Stage 12: Payment,-1903727.48070039,Male
+Stage 13: Payment Successful,-1490277.0164728,Male
+Stage 14: 1st Successful Purchase,-1152003.96468187,Male
+Stage 15: 2nd Purchase,-770748.05805305,Male
+Stage 16: 3rd Purchase,-434430.02817111,Male
+Stage 17: 4th Purchase,-195031.8899181,Male
+Stage 18: 5th Purchase,-58570.2215627,Male
+Stage 18: 5th Purchase,-12215.4458489,Male
+Stage 18: 5th Purchase,888.49535218,Male
+Stage 18: 5th Purchase,-443.61905011,Male
+Stage 01: Browsers,14226434.2934762,Female
+Stage 02: Unbounced Users,12276042.59423,Female
+Stage 03: Email Signups,10850385.585795,Female
+Stage 04: Email Confirmed,8999931.89693449,Female
+Stage 05: Campaign-Email Opens,7732693.38434746,Female
+Stage 06: Campaign-Email Clickthroughs,6666393.78248191,Female
+Stage 07: Buy Button Page,5743259.51726766,Female
+Stage 08: Buy Button Clickers,4723254.78560389,Female
+Stage 09: Cart Confirmation Page,3680878.88718984,Female
+Stage 10: Address Verification Page,3002640.77511252,Female
+Stage 11: Submit Order Page,2467804.80061585,Female
+Stage 12: Payment,1977277.51929961,Female
+Stage 13: Payment Successful,1593649.9835272,Female
+Stage 14: 1st Successful Purchase,1229651.03531813,Female
+Stage 15: 2nd Purchase,828496.94194695,Female
+Stage 16: 3rd Purchase,486621.97182889,Female
+Stage 17: 4th Purchase,227106.1100819,Female
+Stage 18: 5th Purchase,73466.7784373,Female
+Stage 18: 5th Purchase,12654.5541511,Female
+Stage 18: 5th Purchase,3425.49535218,Female
+Stage 18: 5th Purchase,-306.61905011,Female
--- a/file_keep/eg_file/img/Distribution_TufteBox.csv
+++ b/file_keep/eg_file/img/Distribution_TufteBox.csv
@@ -0,0 +1,235 @@
+manufacturer,cty
+audi,18
+audi,21
+audi,20
+audi,21
+audi,16
+audi,18
+audi,18
+audi,18
+audi,16
+audi,20
+audi,19
+audi,15
+audi,17
+audi,17
+audi,15
+audi,15
+audi,17
+audi,16
+chevrolet,14
+chevrolet,11
+chevrolet,14
+chevrolet,13
+chevrolet,12
+chevrolet,16
+chevrolet,15
+chevrolet,16
+chevrolet,15
+chevrolet,15
+chevrolet,14
+chevrolet,11
+chevrolet,11
+chevrolet,14
+chevrolet,19
+chevrolet,22
+chevrolet,18
+chevrolet,18
+chevrolet,17
+dodge,18
+dodge,17
+dodge,16
+dodge,16
+dodge,17
+dodge,17
+dodge,11
+dodge,15
+dodge,15
+dodge,16
+dodge,16
+dodge,15
+dodge,14
+dodge,13
+dodge,14
+dodge,14
+dodge,14
+dodge,9
+dodge,11
+dodge,11
+dodge,13
+dodge,13
+dodge,9
+dodge,13
+dodge,11
+dodge,13
+dodge,11
+dodge,12
+dodge,9
+dodge,13
+dodge,13
+dodge,12
+dodge,9
+dodge,11
+dodge,11
+dodge,13
+dodge,11
+ford,11
+ford,11
+ford,12
+ford,14
+ford,15
+ford,14
+ford,13
+ford,13
+ford,13
+ford,14
+ford,14
+ford,13
+ford,13
+ford,13
+ford,11
+ford,13
+ford,18
+ford,18
+ford,17
+ford,16
+ford,15
+ford,15
+ford,15
+ford,15
+ford,14
+honda,28
+honda,24
+honda,25
+honda,23
+honda,24
+honda,26
+honda,25
+honda,24
+honda,21
+hyundai,18
+hyundai,18
+hyundai,21
+hyundai,21
+hyundai,18
+hyundai,18
+hyundai,19
+hyundai,19
+hyundai,19
+hyundai,20
+hyundai,20
+hyundai,17
+hyundai,16
+hyundai,17
+jeep,17
+jeep,15
+jeep,15
+jeep,14
+jeep,9
+jeep,14
+jeep,13
+jeep,11
+land rover,11
+land rover,12
+land rover,12
+land rover,11
+lincoln,11
+lincoln,11
+lincoln,12
+mercury,14
+mercury,13
+mercury,13
+mercury,13
+nissan,21
+nissan,19
+nissan,23
+nissan,23
+nissan,19
+nissan,19
+nissan,18
+nissan,19
+nissan,19
+nissan,14
+nissan,15
+nissan,14
+nissan,12
+pontiac,18
+pontiac,16
+pontiac,17
+pontiac,18
+pontiac,16
+subaru,18
+subaru,18
+subaru,20
+subaru,19
+subaru,20
+subaru,18
+subaru,21
+subaru,19
+subaru,19
+subaru,19
+subaru,20
+subaru,20
+subaru,19
+subaru,20
+toyota,15
+toyota,16
+toyota,15
+toyota,15
+toyota,16
+toyota,14
+toyota,21
+toyota,21
+toyota,21
+toyota,21
+toyota,18
+toyota,18
+toyota,19
+toyota,21
+toyota,21
+toyota,21
+toyota,22
+toyota,18
+toyota,18
+toyota,18
+toyota,24
+toyota,24
+toyota,26
+toyota,28
+toyota,26
+toyota,11
+toyota,13
+toyota,15
+toyota,16
+toyota,17
+toyota,15
+toyota,15
+toyota,15
+toyota,16
+volkswagen,21
+volkswagen,19
+volkswagen,21
+volkswagen,22
+volkswagen,17
+volkswagen,33
+volkswagen,21
+volkswagen,19
+volkswagen,22
+volkswagen,21
+volkswagen,21
+volkswagen,21
+volkswagen,16
+volkswagen,17
+volkswagen,35
+volkswagen,29
+volkswagen,21
+volkswagen,19
+volkswagen,20
+volkswagen,20
+volkswagen,21
+volkswagen,18
+volkswagen,19
+volkswagen,21
+volkswagen,16
+volkswagen,18
+volkswagen,17
--- a/file_keep/eg_file/img/Distribution_Violin.csv
+++ b/file_keep/eg_file/img/Distribution_Violin.csv
@@ -0,0 +1,235 @@
+class,cty
+compact,18
+compact,21
+compact,20
+compact,21
+compact,16
+compact,18
+compact,18
+compact,18
+compact,16
+compact,20
+compact,19
+compact,15
+compact,17
+compact,17
+compact,15
+midsize,15
+midsize,17
+midsize,16
+suv,14
+suv,11
+suv,14
+suv,13
+suv,12
+2seater,16
+2seater,15
+2seater,16
+2seater,15
+2seater,15
+suv,14
+suv,11
+suv,11
+suv,14
+midsize,19
+midsize,22
+midsize,18
+midsize,18
+midsize,17
+minivan,18
+minivan,17
+minivan,16
+minivan,16
+minivan,17
+minivan,17
+minivan,11
+minivan,15
+minivan,15
+minivan,16
+minivan,16
+pickup,15
+pickup,14
+pickup,13
+pickup,14
+pickup,14
+pickup,14
+pickup,9
+pickup,11
+pickup,11
+suv,13
+suv,13
+suv,9
+suv,13
+suv,11
+suv,13
+suv,11
+pickup,12
+pickup,9
+pickup,13
+pickup,13
+pickup,12
+pickup,9
+pickup,11
+pickup,11
+pickup,13
+pickup,11
+suv,11
+suv,11
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+suv,14
+suv,15
+suv,14
+suv,13
+suv,13
+suv,13
+pickup,14
+pickup,14
+pickup,13
+pickup,13
+pickup,13
+pickup,11
+pickup,13
+subcompact,18
+subcompact,18
+subcompact,17
+subcompact,16
+subcompact,15
+subcompact,15
+subcompact,15
+subcompact,15
+subcompact,14
+subcompact,28
+subcompact,24
+subcompact,25
+subcompact,23
+subcompact,24
+subcompact,26
+subcompact,25
+subcompact,24
+subcompact,21
+midsize,18
+midsize,18
+midsize,21
+midsize,21
+midsize,18
+midsize,18
+midsize,19
+subcompact,19
+subcompact,19
+subcompact,20
+subcompact,20
+subcompact,17
+subcompact,16
+subcompact,17
+suv,17
+suv,15
+suv,15
+suv,14
+suv,9
+suv,14
+suv,13
+suv,11
+suv,11
+suv,12
+suv,12
+suv,11
+suv,11
+suv,11
+suv,12
+suv,14
+suv,13
+suv,13
+suv,13
+compact,21
+compact,19
+midsize,23
+midsize,23
+midsize,19
+midsize,19
+midsize,18
+midsize,19
+midsize,19
+suv,14
+suv,15
+suv,14
+suv,12
+midsize,18
+midsize,16
+midsize,17
+midsize,18
+midsize,16
+suv,18
+suv,18
+suv,20
+suv,19
+suv,20
+suv,18
+subcompact,21
+subcompact,19
+subcompact,19
+subcompact,19
+compact,20
+compact,20
+compact,19
+compact,20
+suv,15
+suv,16
+suv,15
+suv,15
+suv,16
+suv,14
+midsize,21
+midsize,21
+midsize,21
+midsize,21
+midsize,18
+midsize,18
+midsize,19
+compact,21
+compact,21
+compact,21
+compact,22
+compact,18
+compact,18
+compact,18
+compact,24
+compact,24
+compact,26
+compact,28
+compact,26
+suv,11
+suv,13
+pickup,15
+pickup,16
+pickup,17
+pickup,15
+pickup,15
+pickup,15
+pickup,16
+compact,21
+compact,19
+compact,21
+compact,22
+compact,17
+compact,33
+compact,21
+compact,19
+compact,22
+compact,21
+compact,21
+compact,21
+compact,16
+compact,17
+subcompact,35
+subcompact,29
+subcompact,21
+subcompact,19
+subcompact,20
+subcompact,20
+midsize,21
+midsize,18
+midsize,19
+midsize,21
+midsize,16
+midsize,18
+midsize,17
--- a/file_keep/eg_file/img/Group_HierarchicalTree.csv
+++ b/file_keep/eg_file/img/Group_HierarchicalTree.csv
@@ -0,0 +1,51 @@
+,Murder,Assault,UrbanPop,Rape
+Alabama,13.2,236,58,21.2
+Alaska,10,263,48,44.5
+Arizona,8.1,294,80,31
+Arkansas,8.8,190,50,19.5
+California,9,276,91,40.6
+Colorado,7.9,204,78,38.7
+Connecticut,3.3,110,77,11.1
+Delaware,5.9,238,72,15.8
+Florida,15.4,335,80,31.9
+Georgia,17.4,211,60,25.8
+Hawaii,5.3,46,83,20.2
+Idaho,2.6,120,54,14.2
+Illinois,10.4,249,83,24
+Indiana,7.2,113,65,21
+Iowa,2.2,56,57,11.3
+Kansas,6,115,66,18
+Kentucky,9.7,109,52,16.3
+Louisiana,15.4,249,66,22.2
+Maine,2.1,83,51,7.8
+Maryland,11.3,300,67,27.8
+Massachusetts,4.4,149,85,16.3
+Michigan,12.1,255,74,35.1
+Minnesota,2.7,72,66,14.9
+Mississippi,16.1,259,44,17.1
+Missouri,9,178,70,28.2
+Montana,6,109,53,16.4
+Nebraska,4.3,102,62,16.5
+Nevada,12.2,252,81,46
+New Hampshire,2.1,57,56,9.5
+New Jersey,7.4,159,89,18.8
+New Mexico,11.4,285,70,32.1
+New York,11.1,254,86,26.1
+North Carolina,13,337,45,16.1
+North Dakota,0.8,45,44,7.3
+Ohio,7.3,120,75,21.4
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+West Virginia,5.7,81,39,9.3
+Wisconsin,2.6,53,66,10.8
+Wyoming,6.8,161,60,15.6
--- a/file_keep/eg_file/img/Sort_Dots.csv
+++ b/file_keep/eg_file/img/Sort_Dots.csv
@@ -0,0 +1,16 @@
+manufacturer,cty
+audi,15
+chevrolet,16
+dodge,17
+ford,18
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+volkswagen,35
--- a/file_keep/eg_file/img/Sort_Lean.csv
+++ b/file_keep/eg_file/img/Sort_Lean.csv
@@ -0,0 +1,6 @@
+continent,1952,1957
+Africa,1252.57246582,1385.23606226
+Americas,4079.0625522,4616.04373316
+Asia,5195.48400404,4003.13293994
+Europe,5661.05743476,6963.01281593
+Oceania,10298.08565,11598.522455
--- a/file_keep/eg_file/img/Sort_Lollipop.csv
+++ b/file_keep/eg_file/img/Sort_Lollipop.csv
@@ -0,0 +1,16 @@
+manufacturer,cty
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+volkswagen,35
--- a/file_keep/eg_file/img/Sort_OrderedBar.csv
+++ b/file_keep/eg_file/img/Sort_OrderedBar.csv
@@ -0,0 +1,235 @@
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--- a/file_keep/eg_file/img/TemporalChanges_Accumulation.csv
+++ b/file_keep/eg_file/img/TemporalChanges_Accumulation.csv
@@ -0,0 +1,575 @@
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--- a/file_keep/eg_file/img/TemporalChanges_CalendarHeat.csv
+++ b/file_keep/eg_file/img/TemporalChanges_CalendarHeat.csv
--- a/file_keep/eg_file/img/TemporalChanges_DataframeTimeSeries.csv
+++ b/file_keep/eg_file/img/TemporalChanges_DataframeTimeSeries.csv
@@ -0,0 +1,575 @@
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--- a/file_keep/eg_file/img/TemporalChanges_SeasonalTimeSeries.csv
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--- a/file_keep/eg_file/img/TemporalChanges_ShowMultipleTimeSeriesSimultaneously.csv
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--- a/file_keep/eg_file/img/TemporalChanges_TimeSeries.csv
+++ b/file_keep/eg_file/img/TemporalChanges_TimeSeries.csv
@@ -0,0 +1,145 @@
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--- a/file_keep/eg_file/img/TemporalChanges_TimeSeriesOfAnnualData.csv
+++ b/file_keep/eg_file/img/TemporalChanges_TimeSeriesOfAnnualData.csv
@@ -0,0 +1,575 @@
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+2012-01-01,20.8
+2012-02-01,19.7
+2012-03-01,19.2
+2012-04-01,19.1
+2012-05-01,19.9
+2012-06-01,20.4
+2012-07-01,17.5
+2012-08-01,18.4
+2012-09-01,18.8
+2012-10-01,19.9
+2012-11-01,18.6
+2012-12-01,17.7
+2013-01-01,15.8
+2013-02-01,17.2
+2013-03-01,17.6
+2013-04-01,17.1
+2013-05-01,17.1
+2013-06-01,17
+2013-07-01,16.2
+2013-08-01,16.5
+2013-09-01,16.5
+2013-10-01,16.3
+2013-11-01,17.1
+2013-12-01,17.3
+2014-01-01,15.4
+2014-02-01,15.9
+2014-03-01,15.8
+2014-04-01,15.7
+2014-05-01,14.6
+2014-06-01,13.8
+2014-07-01,13.1
+2014-08-01,12.9
+2014-09-01,13.4
+2014-10-01,13.6
+2014-11-01,13
+2014-12-01,12.9
+2015-01-01,13.2
+2015-02-01,12.9
+2015-03-01,12
+2015-04-01,11.5
--- a/file_keep/eg_file/img/TemporalChanges_TimeSeriesOfMonthlyData.csv
+++ b/file_keep/eg_file/img/TemporalChanges_TimeSeriesOfMonthlyData.csv
@@ -0,0 +1,43 @@
+date,uempmed
+1967-07-01,4.5
+1967-08-01,4.7
+1967-09-01,4.6
+1967-10-01,4.9
+1967-11-01,4.7
+1967-12-01,4.8
+1968-01-01,5.1
+1968-02-01,4.5
+1968-03-01,4.1
+1968-04-01,4.6
+1968-05-01,4.4
+1968-06-01,4.4
+1968-07-01,4.5
+1968-08-01,4.2
+1968-09-01,4.6
+1968-10-01,4.8
+1968-11-01,4.4
+1968-12-01,4.4
+1969-01-01,4.4
+1969-02-01,4.9
+1969-03-01,4
+1969-04-01,4
+1969-05-01,4.2
+1969-06-01,4.4
+1969-07-01,4.4
+1969-08-01,4.4
+1969-09-01,4.7
+1969-10-01,4.5
+1969-11-01,4.8
+1969-12-01,4.6
+1970-01-01,4.6
+1970-02-01,4.5
+1970-03-01,4.6
+1970-04-01,4.1
+1970-05-01,4.7
+1970-06-01,4.9
+1970-07-01,5.1
+1970-08-01,5.4
+1970-09-01,5.2
+1970-10-01,5.2
+1970-11-01,5.6
+1970-12-01,5.9
--- a/templates/page/tools.html
+++ b/templates/page/tools.html
@@ -123,6 +123,7 @@
    var url_up = "{{ url }}"
    var upload = layui.upload
    var element = layui.element
+    var isss = "{{ id }}"


    // 页面跳转加载函数
@@ -201,7 +202,61 @@

    // blast
    function blast_run() {
+        layui.use('upload', function () {
+            var upload = layui.upload;
+            //执行实例
+            var uploadInst = upload.render({
+                elem: '#select_blast_seq' //绑定元素
+                , url: url_up + '/tools/' + "blast"
+                , data: {
+                    csrfmiddlewaretoken: '{{ csrf_token }}',
+                    fl: 1,
+                    id: isss,
+                }
+                , accept: 'file'
+                , before: function (obj) { //obj参数包含的信息，跟 choose回调完全一致，可参见上文。
+                    layer.load(1); //上传loading
+                }
+                , done: function (res, index) {
+                    layer.closeAll('loading'); //关闭loading
+                }
+                , error: function (index, upload) {
+                    layer.closeAll('loading'); //关闭loading
+                }
+            });
+        });

+        layui.use(['upload'], function () {
+            var $ = layui.jquery
+                , layer = layui.layer;
+            upload.render({
+                elem: '#select_blast_seq'
+                , url: url_up + '/tools/' + "blast"
+                , auto: false
+                , accept: 'file'
+                , data: {
+                    csrfmiddlewaretoken: '{{ csrf_token }}',
+                    outfmt: document.getElementById("outfmt").value,
+                    evalue: document.getElementById("evalue").value,
+                    num_descriptions: document.getElementById("num_descriptions").value,
+                    type: document.getElementById("type").value,
+                    id: isss,
+                }
+                , before: function (obj) { //obj参数包含的信息，跟 choose回调完全一致，可参见上文。
+                    layer.load(1); //上传loading
+                }
+                , bindAction: '#blast_run'
+                , done: function (res, index) {
+                    layer.closeAll('loading'); //关闭loading
+                    ab = '<a href= "' + url_up + '/chart/down?file_id=' + res.id + "&file_downlode_type=blast&ee=1" + '">' + ' <button type="button" class="layui-btn">downlode</button></a>'
+                    $("#down").append(ab)
+                }
+                , error: function (index, upload) {
+                    layer.closeAll('loading'); //关闭loading
+                }
+            })
+            ;
+        })
    }


--- a/templates/tools/blast.html
+++ b/templates/tools/blast.html
@@ -9,168 +9,93 @@
                <ul class="layui-tab-title">

                    {#                    选项卡#}
-                    <li>blast</li>
+                    <li>BLAST</li>
                </ul>
                <div class="layui-tab-content" style="height: 100px;">
+                    <form class="layui-form" action="">

-                    <div class="layui-upload">
-                        <button type="button" class="layui-btn layui-btn-normal" id="testList">选择多文件</button>
-                        <div class="layui-upload-list" style="max-width: 1000px;">
-                            <table class="layui-table">
-                                <colgroup>
-                                    <col>
-                                    <col width="150">
-                                    <col width="260">
-                                    <col width="150">
-                                </colgroup>
-                                <thead>
-                                <tr>
-                                    <th>文件名</th>
-                                    <th>大小</th>
-                                    <th>上传进度</th>
-                                    <th>操作</th>
-                                </tr>
-                                </thead>
-                                <tbody id="demoList"></tbody>
-                            </table>
-                        </div>
-                        <button type="button" class="layui-btn" id="testListAction">开始上传</button>
-                    </div>
-                    <div class="layui-tab-item layui-show">
+                        <div class="layui-form-item">

-                        <form class="layui-form" action="">
+                            <div class="layui-btn-container">

+                                <button type="button" class="layui-btn layui-btn-normal" id="select_blast_seq">select
+                                    seq file
+                                </button>

-                            <div class="layui-form-item">
-                                <label class="layui-form-label">单行输入框</label>
-                                <div class="layui-input-block">
-                                    <input type="text" name="title" lay-verify="title" autocomplete="off"
-                                           placeholder="请输入标题" class="layui-input">
-                                </div>
-                            </div>  <!-- 单行输入框 -->
-
-                            <div class="layui-form-item">
-                                <label class="layui-form-label">单行选择框</label>
-                                <div class="layui-input-block">
-                                    <select name="interest" lay-filter="aihao">
-                                        <option value=""></option>
-                                        <option value="0">选项A</option>
-                                        <option value="1" selected="">选项B（初始选择）</option>
-                                        //初始选择
-                                        <option value="2">选项C</option>
-                                        <option value="3">选项D</option>
-                                        <option value="4">选项E</option>
-                                    </select>
-                                </div>
-                            </div>  <!-- 单行选择框 -->
-
-                            <div class="layui-form-item">
-                                <div class="layui-btn-container">
-                                    <button type="button" class="layui-btn layui-btn-normal" id="test8">选择文件</button>
-                                    <button type="button" class="layui-btn" id="test9">开始上传</button>
-                                </div>
                            </div>
+                        </div>

-                            <div class="layui-form-item">
-                                <div class="layui-inline">
-                                    <label class="layui-form-label">分组选择框</label>
-                                    <div class="layui-input-inline">
-                                        <select name="quiz">
-                                            <option value="">请选择问题</option>
-                                            <optgroup label="选项组1">
-                                                <option value="选项">选项</option>
-                                            </optgroup>
-                                            <optgroup label="选项组2">
-                                                <option value="选项1">选项1</option>
-                                                <option value="选项2">选项2</option>
-                                            </optgroup>
-                                        </select>
-                                    </div>
+                        <div class="layui-form-item">
+
+                            <div class="layui-btn-container">
+
+                                <button type="button" class="layui-btn layui-btn-normal" id="select_blast_db">select db
+                                    file
+                                </button>
+
+                            </div>
+                        </div>
+
+
+                        <div class="layui-form-item">
+                            <label class="layui-form-label">outfmt</label>
+                            <div class="layui-input-inline">
+                                <input type="text" name="username" id="outfmt" placeholder="请输入"
+                                       autocomplete="off" class="layui-input">
+                            </div>
+                        </div>
+
+                        <div class="layui-form-item">
+                            <label class="layui-form-label">evalue</label>
+                            <div class="layui-input-inline">
+                                <input type="text" name="username" id="evalue" placeholder="请输入"
+                                       autocomplete="off" class="layui-input">
+                            </div>
+                        </div>
+
+
+                        <div class="layui-form-item">
+                            <label class="layui-form-label">num_descriptions</label>
+                            <div class="layui-input-inline">
+                                <input type="text" name="username" id="num_descriptions" placeholder="请输入"
+                                       autocomplete="off" class="layui-input">
+                            </div>
+                        </div>
+
+
+                        <div class="layui-form-item">
+                            <label class="layui-form-label">Software type</label>
+                            <div class="layui-input-inline">
+                                <input type="text" name="username" id="type" placeholder="请输入"
+                                       autocomplete="off" class="layui-input">
+                            </div>
+                        </div>
+
+
+                        <div class="layui-form-item">
+
+                            <div class="layui-btn-container">
+
+                                <div id="down">
+
+                                    <button type="button" class="layui-btn" id="blast_run">run</button>
+                                    {#                                    <button type="button" class="layui-btn" id="gen_to_fa_down">downlode</button>#}
                                </div>
-                                <div class="layui-inline">
-                                    <label class="layui-form-label">搜索选择框</label>
-                                    <div class="layui-input-inline">
-                                        <select name="modules" lay-verify="required" lay-search="">
-                                            <option value="">直接选择或搜索选择</option>
-                                            <option value="1">layer</option>
-                                            <option value="2">form</option>
-                                            <option value="3">layim</option>

-                                        </select>
-                                    </div>
-                                </div>
-                            </div>  <!-- 分组选择框 -->
+                            </div>
+                        </div>

-                            <div class="layui-form-item" pane="">
-                                <label class="layui-form-label">原始复选框</label>
-                                <div class="layui-input-block">
-                                    <input type="checkbox" name="like1[write]" lay-skin="primary" title="选项1"
-                                           checked="">
-                                    <input type="checkbox" name="like1[read]" lay-skin="primary" title="选项2">
-                                    <input type="checkbox" name="like1[game]" lay-skin="primary" title="选项3"
-                                           disabled="">
-                                </div>
-                            </div>  <!-- 原始复选框 -->

-                            <div class="layui-form-item">
-                                <label class="layui-form-label">开关-默认关</label>
-                                <div class="layui-input-block">
-                                    <input type="checkbox" name="close" lay-skin="switch" lay-text="ON|OFF">
-                                </div>
-                            </div>  <!-- 开关-默认关 -->
+                    </form>

-                            <div class="layui-form-item">
-                                <label class="layui-form-label">开关-默认开</label>
-                                <div class="layui-input-block">
-                                    <input type="checkbox" checked="" name="open" lay-skin="switch"
-                                           lay-filter="switchTest" lay-text="ON|OFF">
-                                </div>
-                            </div>  <!-- 开关-默认开 -->
-
-                            <div class="layui-form-item">
-                                <label class="layui-form-label">单选框</label>
-                                <div class="layui-input-block">
-                                    <input type="radio" name="sex" value="选项1" title="选项1" checked="">
-                                    <input type="radio" name="sex" value="选项2" title="选项2">
-                                    <input type="radio" name="sex" value="禁" title="禁用" disabled="">
-                                </div>
-                            </div>  <!-- 单选框 -->
-
-                            <div class="layui-form-item">
-                                <label class="layui-form-label">短输入框</label>
-                                <div class="layui-input-inline">
-                                    <input type="text" name="username" lay-verify="required" placeholder="请输入"
-                                           autocomplete="off" class="layui-input">
-                                </div>
-                            </div>  <!-- 短输入框 -->
-
-                            <div class="layui-form-item layui-form-text">
-                                <label class="layui-form-label">普通文本域</label>
-                                <div class="layui-input-block">
-                                    <textarea placeholder="请输入内容" class="layui-textarea"></textarea>
-                                </div>
-                            </div>  <!-- 普通文本域 -->
-
-                            <div class="layui-form-item">
-                                <div class="layui-input-block">
-                                    <button type="submit" class="layui-btn" lay-submit="" lay-filter="demo1">立即提交
-                                    </button>
-                                    <button type="reset" class="layui-btn layui-btn-primary">重置</button>
-                                </div>
-                            </div>  <!-- 提交/重置 -->
-
-                            <button type="button" class="layui-btn layui-btn-radius">运行</button>
-                            <button type="button" class="layui-btn layui-btn-radius">下载</button>
-                        </form>
-
-                    </div>
                </div>
            </div>
-
-
        </div>
+
+
    </div>
 </div>
+</div>


 <div class="layui-bg-gray" style="float: left; padding: 30px; width:45%">
@@ -184,7 +109,13 @@
                <div class="layui-tab-content">
                    <div class="layui-tab-item layui-show">
                        <div style="margin-left: 30px;">
-                            {#                            功能#}
+                            <p style="font-size: 20px">
+                                Blast, the full name of basic local alignment search tool, namely "search tool based on
+                                local alignment algorithm", is a common tool software in bioinformatics. It can compare
+                                the input nucleic acid or protein sequence with the known sequence in the database to
+                                obtain sequence similarity and other information, so as to judge the source or evolution
+                                relationship of the sequence.
+                            </p>
                        </div>
                    </div>
                </div>
--- a/tools/urls.py
+++ b/tools/urls.py
@@ -10,5 +10,6 @@ urlpatterns = [
    url("orf", views.orf),
    url("basics", views.basics),
    url("pfam", views.pfam),
-    url("Differential_expression_analysis", views.Differential_expression_analysis)
+    url("Differential_expression_analysis", views.Differential_expression_analysis),
+    url("blast", views.blast)
 ]
--- a/tools/views.py
+++ b/tools/views.py
@@ -21,8 +21,28 @@ def id_transform(request):


 def blast(request):
+    file = request.FILES.get('file', None)
    file1 = request.FILES.get('file1', None)
-    pass
+    id_ = request.POST.get("id", None)
+    fl = request.POST.get("fl", None)
+    if fl:
+        file_path, file_id = tools.path_out("chart", name=id_ + "seq")
+        tools.keep_file(file, file_path)
+        return JsonResponse({})
+    else:
+        file_path, file_id = tools.path_out("chart", name=id_)
+
+        tools.keep_file(file1, file_path)
+        outfmt = request.POST.get("outfmt", None)
+        evalue = request.POST.get("evalue", None)
+        num_descriptions = request.POST.get("num_descriptions", None)
+        type = request.POST.get("type", None)
+        os.system(
+            f"makeblastdb -in {file_path} -dbtype {'prot' if type in ['blastx'] else 'nucl'} -parse_seqids -out db")
+        os.system(
+            f"{type} -query {file_path}seq -out {file_path}.blast -db db -outfmt {outfmt} -evalue {evalue} -num_descriptions {num_descriptions} -num_threads 8")
+
+        return JsonResponse({"id": id_})


 def gen_to_fa(request):
@@ -96,7 +116,7 @@ def pfam(request):
    tools.keep_file(file, file_path)
    data = {"id": file_id}
    os.system(
-        f"{tools.tools_path}/pfam_scan.pl -fasta {file_path} -b_dom {b_dom} -b_seq {b_seq} -e_dom {e_dom} -e_seq {e_seq} -align {align} -clan_overlap {clan_overlap} -dir {tools.tools_path}/db/ -out {file_path}.txt")
+        f"{tools.tools_path}/pfam_scan.pl -fasta {file_path} -b_dom {b_dom} -b_seq {b_seq} -e_dom {e_dom} -e_seq {e_seq} -align {align} -clan_overlap {clan_overlap} -dir {tools.tools_path}/pfam_db/ -out {file_path}.txt")

    return JsonResponse(data)