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‎dotnet/csharp/housing-ml.ipynb

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‎dotnet/csharp/housing.csv

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‎dotnet/csharp/repo-statistics.ipynb

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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"outputs": [
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{
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"data": {
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"text/html": [
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"Installed package Octokit version 0.32.0"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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},
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{
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"data": {
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"text/html": [
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"Installed package NodaTime version 2.4.6"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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}
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],
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"source": [
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"#r \"nuget:Octokit, 0.32.0\"\n",
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"#r \"nuget:NodaTime, 2.4.6\"\n",
@@ -38,7 +57,7 @@
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},
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{
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"cell_type": "code",
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"cell_type": "code",
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{
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"cell_type": "code",
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@@ -173,9 +192,43 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 8,
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"metadata": {},
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"outputs": [],
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div id=\"7cb88ccf-7a31-4c45-96ba-16a72873def9\" style=\"width: 900px; height: 500px;\"></div>\r\n",
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"<script type=\"text/javascript\">\r\n",
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"\r\n",
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"var renderPlotly = function() {\r\n",
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" var xplotRequire = requirejs.config({context:'xplot-3.0.1',paths:{plotly:'https://cdn.plot.ly/plotly-1.49.2.min'}});\r\n",
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" xplotRequire(['plotly'], function(Plotly) {\r\n",
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"\n",
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" var data = [{\"type\":\"scatter\",\"x\":[\"2020-01-31T00:00:00\",\"2019-11-21T00:00:00\"],\"y\":[2,1]}];\n",
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" var layout = {\"title\":\"Daily Issues\"};\n",
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" Plotly.newPlot('7cb88ccf-7a31-4c45-96ba-16a72873def9', data, layout);\n",
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" \r\n",
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"});\r\n",
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"};\r\n",
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"if ((typeof(requirejs) !== typeof(Function)) || (typeof(requirejs.config) !== typeof(Function))) { \r\n",
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" var script = document.createElement(\"script\"); \r\n",
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" script.setAttribute(\"src\", \"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js\"); \r\n",
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" script.onload = function(){\r\n",
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" renderPlotly();\r\n",
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" };\r\n",
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" document.getElementsByTagName(\"head\")[0].appendChild(script); \r\n",
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"}\r\n",
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"else {\r\n",
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" renderPlotly();\r\n",
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"}\r\n",
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"</script>\r\n"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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}
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],
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"source": [
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"var createdThisMonthByDay = createdThisMonth.GroupBy(i => new DateTime(i.CreatedAt.Year,i.CreatedAt.Month, i.CreatedAt.Day)); \n",
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"var lineChart = Chart.Line(createdThisMonthByDay.Select(g => new Tuple<DateTime,int>(g.Key, g.Count())));\n",
@@ -185,18 +238,62 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 9,
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"metadata": {},
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"outputs": [],
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"outputs": [
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{
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"data": {
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"text/html": [
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"<table><thead><tr><th><i>index</i></th><th>CreatedAt</th><th>Title</th><th>State</th><th>Number</th></tr></thead><tbody><tr><td>0</td><td>2020-01-31 23:21:54Z</td><td>Support sending input_request and receiving input_reply messages via the stdin channel</td><td>open</td><td>107</td></tr><tr><td>1</td><td>2020-01-31 22:23:47Z</td><td>make kernel server honor `--log-path` and listen to kernel logging events</td><td>open</td><td>106</td></tr><tr><td>2</td><td>2019-11-21 20:07:55Z</td><td>zsh: command not found: jupyter - Workarounds </td><td>open</td><td>34</td></tr></tbody></table>"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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}
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],
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"source": [
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"display(openSoFar.Select(i => new {i.CreatedAt, i.Title, State = i.State.StringValue, i.Number}).OrderByDescending(d => d.CreatedAt));"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 10,
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"metadata": {},
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"outputs": [],
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div id=\"cfac8c1e-2b3f-4793-9585-686a6ef682ea\" style=\"width: 900px; height: 500px;\"></div>\r\n",
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"<script type=\"text/javascript\">\r\n",
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"\r\n",
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"var renderPlotly = function() {\r\n",
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" var xplotRequire = requirejs.config({context:'xplot-3.0.1',paths:{plotly:'https://cdn.plot.ly/plotly-1.49.2.min'}});\r\n",
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" xplotRequire(['plotly'], function(Plotly) {\r\n",
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"\n",
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" var data = [{\"type\":\"scatter\",\"x\":[\"2019-11-01T00:00:00\",\"2020-01-01T00:00:00\"],\"y\":[1,2]}];\n",
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" var layout = {\"title\":\"Issues still opened grouped by month\"};\n",
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" Plotly.newPlot('cfac8c1e-2b3f-4793-9585-686a6ef682ea', data, layout);\n",
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" \r\n",
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"});\r\n",
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"};\r\n",
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"if ((typeof(requirejs) !== typeof(Function)) || (typeof(requirejs.config) !== typeof(Function))) { \r\n",
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" var script = document.createElement(\"script\"); \r\n",
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" script.setAttribute(\"src\", \"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js\"); \r\n",
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" script.onload = function(){\r\n",
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" renderPlotly();\r\n",
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" };\r\n",
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" document.getElementsByTagName(\"head\")[0].appendChild(script); \r\n",
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"}\r\n",
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"else {\r\n",
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" renderPlotly();\r\n",
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"}\r\n",
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"</script>\r\n"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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}
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],
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"source": [
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"var lineChart = Chart.Line(openByMonthOfCreation.Select(g => new Tuple<DateTime, int>(new DateTime(g.Date.Year, g.Date.Month, 1),g.Count)));\n",
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"lineChart.WithTitle(\"Issues still opened grouped by month\");\n",
@@ -205,9 +302,43 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 11,
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"metadata": {},
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"outputs": [],
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div id=\"3bc2c504-2310-4e3c-91e6-5d190c4ee03f\" style=\"width: 900px; height: 500px;\"></div>\r\n",
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"<script type=\"text/javascript\">\r\n",
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"\r\n",
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"var renderPlotly = function() {\r\n",
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" var xplotRequire = requirejs.config({context:'xplot-3.0.1',paths:{plotly:'https://cdn.plot.ly/plotly-1.49.2.min'}});\r\n",
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" xplotRequire(['plotly'], function(Plotly) {\r\n",
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"\n",
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" var data = [{\"type\":\"scattergl\",\"x\":[\"2019-11-01T00:00:00\",\"2020-01-01T00:00:00\"],\"y\":[1,1],\"name\":\"Idle\"},{\"type\":\"scattergl\",\"x\":[\"2020-01-01T00:00:00\"],\"y\":[1],\"name\":\"Active\"}];\n",
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" var layout = {\"title\":\"Idle and active open issue report\"};\n",
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" Plotly.newPlot('3bc2c504-2310-4e3c-91e6-5d190c4ee03f', data, layout);\n",
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" \r\n",
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"});\r\n",
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"};\r\n",
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"if ((typeof(requirejs) !== typeof(Function)) || (typeof(requirejs.config) !== typeof(Function))) { \r\n",
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" var script = document.createElement(\"script\"); \r\n",
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" script.setAttribute(\"src\", \"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js\"); \r\n",
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" script.onload = function(){\r\n",
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" renderPlotly();\r\n",
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" };\r\n",
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" document.getElementsByTagName(\"head\")[0].appendChild(script); \r\n",
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"}\r\n",
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"else {\r\n",
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" renderPlotly();\r\n",
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"}\r\n",
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"</script>\r\n"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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}
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],
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"source": [
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"var idleByMonth = openSoFar.Where( i => i.Comments == 0).GroupBy(i => new DateTime( i.CreatedAt.Year, i.CreatedAt.Month, 1))\n",
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" .Select(g => new {Date = g.Key, Count = g.Count()}).ToArray();\n",
@@ -236,9 +367,43 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 12,
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"metadata": {},
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"outputs": [],
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div id=\"7da87575-6d7f-44ff-b427-a1976e186da9\" style=\"width: 900px; height: 500px;\"></div>\r\n",
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"<script type=\"text/javascript\">\r\n",
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"\r\n",
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"var renderPlotly = function() {\r\n",
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" var xplotRequire = requirejs.config({context:'xplot-3.0.1',paths:{plotly:'https://cdn.plot.ly/plotly-1.49.2.min'}});\r\n",
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" xplotRequire(['plotly'], function(Plotly) {\r\n",
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"\n",
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" var data = [{\"type\":\"scattergl\",\"x\":[\"2019-11-01T00:00:00\",\"2020-01-01T00:00:00\"],\"y\":[1,2],\"name\":\"Created\"},{\"type\":\"scattergl\",\"x\":[\"2020-01-01T00:00:00\",\"2020-02-01T00:00:00\"],\"y\":[70,7],\"name\":\"Closed\"},{\"type\":\"scattergl\",\"x\":[\"2019-07-01T00:00:00\",\"2019-08-01T00:00:00\",\"2019-09-01T00:00:00\",\"2019-10-01T00:00:00\",\"2019-11-01T00:00:00\",\"2019-12-01T00:00:00\",\"2020-01-01T00:00:00\",\"2020-02-01T00:00:00\"],\"y\":[113,112,108,102,91,78,74,42],\"name\":\"Open\"}];\n",
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" var layout = {\"title\":\"Issue report for the current year\"};\n",
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" Plotly.newPlot('7da87575-6d7f-44ff-b427-a1976e186da9', data, layout);\n",
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" \r\n",
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"});\r\n",
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"};\r\n",
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"if ((typeof(requirejs) !== typeof(Function)) || (typeof(requirejs.config) !== typeof(Function))) { \r\n",
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" var script = document.createElement(\"script\"); \r\n",
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" script.setAttribute(\"src\", \"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js\"); \r\n",
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" script.onload = function(){\r\n",
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" renderPlotly();\r\n",
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" };\r\n",
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" document.getElementsByTagName(\"head\")[0].appendChild(script); \r\n",
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"}\r\n",
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"else {\r\n",
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" renderPlotly();\r\n",
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"}\r\n",
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"</script>\r\n"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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}
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],
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"source": [
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"var openDataPoints = openByMonthOfCreation\n",
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" .Select(g => new { y = g.Count, x = new DateTime(g.Date.Year, g.Date.Month, 1)} )\n",
@@ -289,7 +454,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 13,
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@@ -298,9 +463,43 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 14,
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"metadata": {},
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"outputs": [],
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div id=\"6d4b8f8a-bcc3-4336-a6d0-e259505160c7\" style=\"width: 900px; height: 500px;\"></div>\r\n",
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"<script type=\"text/javascript\">\r\n",
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"\r\n",
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"var renderPlotly = function() {\r\n",
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" var xplotRequire = requirejs.config({context:'xplot-3.0.1',paths:{plotly:'https://cdn.plot.ly/plotly-1.49.2.min'}});\r\n",
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" xplotRequire(['plotly'], function(Plotly) {\r\n",
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"\n",
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" var data = [{\"type\":\"scattergl\",\"x\":[\"2020-01-22T00:00:00\",\"2020-01-23T00:00:00\",\"2020-01-24T00:00:00\",\"2020-01-25T00:00:00\",\"2020-01-27T00:00:00\"],\"y\":[2,2,2,1,2],\"name\":\"created by month\"},{\"type\":\"scattergl\",\"x\":[\"2020-01-22T00:00:00\",\"2020-01-23T00:00:00\",\"2020-01-24T00:00:00\",\"2020-01-25T00:00:00\",\"2020-01-27T00:00:00\"],\"y\":[2,4,6,7,9],\"name\":\"running total\"},{\"type\":\"scattergl\",\"x\":[\"2020-01-22T00:00:00\",\"2020-01-24T00:00:00\",\"2020-01-25T00:00:00\",\"2020-01-27T00:00:00\",\"2020-01-31T00:00:00\",\"2020-02-03T00:00:00\",\"2020-02-04T00:00:00\"],\"y\":[1,2,1,2,1,1,1],\"name\":\"last update by month\"}];\n",
480+
" var layout = {\"title\":\"Fork activity\"};\n",
481+
" Plotly.newPlot('6d4b8f8a-bcc3-4336-a6d0-e259505160c7', data, layout);\n",
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" \r\n",
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"});\r\n",
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"};\r\n",
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"if ((typeof(requirejs) !== typeof(Function)) || (typeof(requirejs.config) !== typeof(Function))) { \r\n",
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" var script = document.createElement(\"script\"); \r\n",
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" script.setAttribute(\"src\", \"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js\"); \r\n",
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" script.onload = function(){\r\n",
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" renderPlotly();\r\n",
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" };\r\n",
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" document.getElementsByTagName(\"head\")[0].appendChild(script); \r\n",
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"}\r\n",
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"else {\r\n",
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" renderPlotly();\r\n",
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"}\r\n",
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"</script>\r\n"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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}
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],
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"source": [
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"var forkCreateByMonth = forks.GroupBy(f => new DateTime(f.CreatedAt.Year, f.CreatedAt.Month, f.CreatedAt.Day) )\n",
306505
" .Select(g => new {Date = g.Key, Count = g.Count()}).OrderBy(g => g.Date).ToArray();\n",

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