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Merge pull request #43 from autonomio/new
Major improvements to table and line types
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,29 +1,161 @@ | ||
| import pandas as pd | ||
| from IPython.core.display import display, HTML | ||
|
|
||
| from ..utils.utils import table_prep | ||
|
|
||
| def table(data, | ||
| title="Descriptive Stats", | ||
| sub_title="", | ||
| table_width=630, | ||
| indexcol_width=150, | ||
| return_html=False): | ||
|
|
||
| def table(data, title="Descriptive Stats", table_title=""): | ||
| '''Displays a publication quality data table | ||
| with any number of columns and aspects. Works | ||
| best for 6-7 or less columns datasets. | ||
| """PRETTY TABLE | ||
| data | DataFrame | a dataframe with three columns of numeric data | ||
| title | str | the main title of the table | ||
| sub_title | str | shown below the title | ||
| table_width | int | the width of the table in pixels | ||
| indexcol_width | int | the width of th index column in pixels. | ||
| Width of the data columns is computed based on `table_width` and | ||
| `indexcol_width` values. | ||
| USE | ||
| === | ||
| NOTE: you have to input a dataframe with exactly | ||
| three columns of data! | ||
| ''' | ||
|
|
||
| html = ''' | ||
| <style type=\"text/css\"> | ||
| .tg { | ||
| border-collapse:collapse; | ||
| border-spacing:0; | ||
| border:none;} | ||
| .tg td { | ||
| font-family: Arial, sans-serif; | ||
| font-size:14px; | ||
| padding:10px 5px; | ||
| border-style:solid; | ||
| border-width:0px; | ||
| overflow:hidden; | ||
| word-break:normal; | ||
| } | ||
| .tg th { | ||
| font-family:Arial, sans-serif, | ||
| sans-serif; | ||
| font-size:14px; | ||
| font-weight:normal; | ||
| padding:10px 5px; | ||
| border-style:solid; | ||
| border-width:0px; | ||
| overflow:hidden; | ||
| word-break:normal; | ||
| } | ||
| .tg .tg-index { | ||
| font-family:Verdana, Geneva, sans-serif !important; | ||
| text-align: left; | ||
| padding-left: 10px; | ||
| vertical-align:top | ||
| } | ||
| .tg .tg-anay { | ||
| font-family:Verdana, Geneva, sans-serif !important; | ||
| text-align:right; | ||
| vertical-align:top | ||
| } | ||
| .tg .tg-jua3 { | ||
| font-weight:bold; | ||
| font-family:Verdana, Geneva, sans-serif !important; | ||
| text-align:right;vertical-align:top | ||
| } | ||
| hr { | ||
| height: 1px; | ||
| background-color: #333; | ||
| padding: 0px; | ||
| margin: 0px; | ||
| } | ||
| .hr2 { | ||
| height: 2px !important; | ||
| background-color: #333; | ||
| } | ||
| table { | ||
| table-layout: fixed; | ||
| width: 500px; | ||
| border-style:hidden; | ||
| border-collapse: collapse;\" | ||
| margin-top: 0px; | ||
| padding-top: 0px; | ||
| } | ||
| .title { | ||
| font-family: Arial, sans-serif; | ||
| font-style: italic; | ||
| font-size: 22px; | ||
| font-weight: bold; | ||
| padding-bottom: 0px; | ||
| } | ||
| .sub_title { | ||
| font-size: 18px; | ||
| font-family: Arial, sans-serif; | ||
| margin-top: 8px !important; | ||
| padding-bottom: 12px; | ||
| } | ||
| </style> | ||
| <table class=\"tg\"> | ||
| <colgroup> | ||
| <col style=\"width: _INDEXCOL_WIDTH_px\"> | ||
| <col style=\"width: _COL_WIDTH_px\"> | ||
| <col style=\"width: _COL_WIDTH_px\"> | ||
| <col style=\"width: _COL_WIDTH_px\"> | ||
| <col style=\"width: _COL_WIDTH_px\"> | ||
| </colgroup> | ||
| <p class='title'> _TABLE_TITLE_ </p> | ||
| <p class='sub_title'> _TABLE_SUBTITLE_ </p> | ||
| <hr align=\"left\", width=\"_TABLE_WIDTH_\"> | ||
| <tr> | ||
| <th class=\"tg-index\"></th> | ||
| ''' | ||
|
|
||
| # add columns | ||
| for col in data.columns: | ||
| html += '<th class=\"tg-anay\">' + str(col) + '</th>' | ||
|
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||
| ast.table(df[['Age','Fare','Pclass']]) | ||
| for index in data.index: | ||
|
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| html += '</tr><tr><td class=\"tg-index\">' + str(index) + '</td>' | ||
|
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| for col in data.columns: | ||
|
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| html += '<td class=\"tg-jua3\">' + f'{data.loc[index][col]:,}' + '</td>' | ||
|
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| html +=''' | ||
| </tr> | ||
| </table> | ||
| <hr align=\"left\", width=\"_TABLE_WIDTH_\"> | ||
| ''' | ||
|
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| col_width = int((table_width - indexcol_width) / len(data.columns)) | ||
|
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| html = html.replace('_TABLE_TITLE_', title) | ||
| html = html.replace('_TABLE_SUBTITLE_', sub_title) | ||
| html = html.replace('_TABLE_WIDTH_', str(table_width)) | ||
| html = html.replace('_COL_WIDTH_', str(col_width)) | ||
| html = html.replace('_INDEXCOL_WIDTH_', str(indexcol_width)) | ||
|
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| display(HTML(html)) | ||
|
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||
| PARAMETERS | ||
| ---------- | ||
| data :: a dataframe with three columns of numeric data | ||
| title :: title to be used immediately above the table | ||
| table_title :: main title, which is useful when 'title' | ||
| parameter is used for description or table number etc. | ||
| """ | ||
|
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| data = table_prep(data) | ||
|
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||
| display(HTML("<style type=\"text/css\"> .tg {border-collapse:collapse;border-spacing:0;border:none;} .tg td{font-family:Arial, sans-serif;font-size:14px;padding:10px 5px;border-style:solid;border-width:0px;overflow:hidden;word-break:normal;} .tg th{font-family:Arial, sans-serif;font-size:14px;font-weight:normal;padding:10px 5px;border-style:solid;border-width:0px;overflow:hidden;word-break:normal;} .tg .tg-ejgj{font-family:Verdana, Geneva, sans-serif !important;;vertical-align:top} .tg .tg-anay{font-family:Verdana, Geneva, sans-serif !important;;text-align:right;vertical-align:top} .tg .tg-jua3{font-weight:bold;font-family:Verdana, Geneva, sans-serif !important;;text-align:right;vertical-align:top} h5{font-family:Verdana;} h4{font-family:Verdana;} hr{height: 3px; background-color: #333;} .hr2{height: 1px; background-color: #333;} </style> <table class=\"tg\" style=\"undefined;table-layout: fixed; width: 500px; border-style: hidden; border-collapse: collapse;\"> <colgroup> <col style=\"width: 150px\"> <col style=\"width: 120px\"> <col style=\"width: 120px\"> <col style=\"width: 120px\"> <col style=\"width: 120px\"> </colgroup> <h5>" + str(table_title) + "</h5> <h4><i>" + str(title) + "</i></h4> <hr align=\"left\", width=\"630\"> <tr> <th class=\"tg-ejgj\"></th> <th class=\"tg-anay\">median</th> <th class=\"tg-anay\">mean</th> <th class=\"tg-anay\">std</th> <th class=\"tg-anay\">total</th> </tr> <tr> <td class=\"tg-ejgj\">" + data.index[0] + "</td> <td class=\"tg-jua3\">" + str(data['median'][0]) + "</td> <td class=\"tg-jua3\">" + str(data['mean'][0]) + "</td> <td class=\"tg-jua3\">" + str(data['std'][0]) + "</td> <td class=\"tg-jua3\">" + str(data['sum'][0]) + "</td> </tr> <tr> <td class=\"tg-ejgj\">" + data.index[1] + "</td> <td class=\"tg-jua3\">" + str(data['median'][1]) + "</td> <td class=\"tg-jua3\">" + str(data['mean'][1]) + "</td> <td class=\"tg-jua3\">" + str(data['std'][1]) + "</td> <td class=\"tg-jua3\">" + str(data['sum'][1]) + "</td> </tr> <tr> <td class=\"tg-ejgj\">" + data.index[2] + "</td> <td class=\"tg-jua3\">" + str(data['median'][2]) + "</td> <td class=\"tg-jua3\">" + str(data['mean'][2]) + "</td> <td class=\"tg-jua3\">" + str(data['std'][2]) + "</td> <td class=\"tg-jua3\">" + str(data['sum'][2]) + "</td> </tr> </table> <hr align=\"left\", width=\"630\">")) | ||
| if return_html: | ||
| return print(html) |
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