From a566c9d2faf340ad1a09f00edeba0e460c8f6143 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?V=C3=A1clav=20Dekanovsk=C3=BD?= Date: Tue, 28 Jul 2020 13:02:21 +0200 Subject: [PATCH] Adding joins to num.txt --- .../EDA_of_SEC_2020Q1_Filling_sub.ipynb | 2101 +++++++++++++---- 1 file changed, 1674 insertions(+), 427 deletions(-) diff --git a/SEC Quarterly Data Dump/EDA_of_SEC_2020Q1_Filling_sub.ipynb b/SEC Quarterly Data Dump/EDA_of_SEC_2020Q1_Filling_sub.ipynb index a60f5ef..623fb83 100644 --- a/SEC Quarterly Data Dump/EDA_of_SEC_2020Q1_Filling_sub.ipynb +++ b/SEC Quarterly Data Dump/EDA_of_SEC_2020Q1_Filling_sub.ipynb @@ -12,8 +12,8 @@ "execution_count": 1, "metadata": { "ExecuteTime": { - "end_time": "2020-07-27T19:58:44.538481Z", - "start_time": "2020-07-27T19:58:43.614104Z" + "end_time": "2020-07-28T10:59:23.978770Z", + "start_time": "2020-07-28T10:59:22.631147Z" }, "pycharm": { "name": "#%%\n" @@ -51,8 +51,8 @@ "execution_count": 2, "metadata": { "ExecuteTime": { - "end_time": "2020-07-27T19:58:44.545729Z", - "start_time": "2020-07-27T19:58:44.540720Z" + "end_time": "2020-07-28T10:59:23.991736Z", + "start_time": "2020-07-28T10:59:23.984755Z" }, "pycharm": { "name": "#%%\n" @@ -69,8 +69,8 @@ "execution_count": 3, "metadata": { "ExecuteTime": { - "end_time": "2020-07-27T19:58:44.689866Z", - "start_time": "2020-07-27T19:58:44.547691Z" + "end_time": "2020-07-28T10:59:24.521864Z", + "start_time": "2020-07-28T10:59:23.998717Z" }, "pycharm": { "name": "#%%\n" @@ -87,8 +87,8 @@ "execution_count": 4, "metadata": { "ExecuteTime": { - "end_time": "2020-07-27T19:58:44.705108Z", - "start_time": "2020-07-27T19:58:44.695130Z" + "end_time": "2020-07-28T10:59:24.540817Z", + "start_time": "2020-07-28T10:59:24.527842Z" }, "pycharm": { "name": "#%%\n" @@ -123,8 +123,8 @@ "execution_count": 5, "metadata": { "ExecuteTime": { - "end_time": "2020-07-27T19:58:45.234625Z", - "start_time": "2020-07-27T19:58:44.710094Z" + "end_time": "2020-07-28T10:59:25.524572Z", + "start_time": "2020-07-28T10:59:24.547786Z" }, "pycharm": { "name": "#%%\n" @@ -135,263 +135,263 @@ "data": { "text/html": [ "\n", + "
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notnulls notnulls% unique unique%
adsh13560100.00%13560100.00%adsh13560100.00%13560100.00%
cik13560100.00%548040.41%cik13560100.00%548040.41%
name13560100.00%549440.52%name13560100.00%549440.52%
sic1355699.97%4032.97%sic1355699.97%4032.97%
countryba1354499.88%610.45%countryba1354499.88%610.45%
stprba1262293.08%580.43%stprba1262293.08%580.43%
cityba1354399.87%157311.60%cityba1354399.87%157311.60%
zipba1354199.86%284921.01%zipba1354199.86%284921.01%
bas11354499.88%517638.17%bas11354499.88%517638.17%
bas2540939.89%12469.19%bas2540939.89%12469.19%
baph1354699.90%533839.37%baph1354699.90%533839.37%
countryma1348899.47%620.46%countryma1348899.47%620.46%
stprma1263593.18%580.43%stprma1263593.18%580.43%
cityma1348899.47%158711.70%cityma1348899.47%158711.70%
zipma1347699.38%284721.00%zipma1347699.38%284721.00%
mas11348699.45%515338.00%mas11348699.45%515338.00%
mas2535439.48%12038.87%mas2535439.48%12038.87%
countryinc1237791.28%380.28%countryinc1237791.28%380.28%
stprinc1170986.35%590.44%stprinc1170986.35%590.44%
ein13560100.00%453933.47%ein13560100.00%453933.47%
former789758.24%306722.62%former789758.24%306722.62%
changed789758.24%228816.87%changed789758.24%228816.87%
afs1346199.27%50.04%afs1346199.27%50.04%
wksi13560100.00%20.01%wksi13560100.00%20.01%
fye1355599.96%130.10%fye1355599.96%130.10%
form13560100.00%230.17%form13560100.00%230.17%
period13560100.00%500.37%period13560100.00%500.37%
fy13560100.00%100.07%fy13560100.00%100.07%
fp13560100.00%40.03%fp13560100.00%40.03%
filed13560100.00%620.46%filed13560100.00%620.46%
accepted13560100.00%931868.72%accepted13560100.00%931868.72%
prevrpt13560100.00%20.01%prevrpt13560100.00%20.01%
detail13560100.00%20.01%detail13560100.00%20.01%
instance13560100.00%1283094.62%instance13560100.00%1283094.62%
nciks13560100.00%100.07%nciks13560100.00%100.07%
aciks4313.18%1401.03%aciks4313.18%1401.03%
" ], "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -422,8 +422,8 @@ "execution_count": 6, "metadata": { "ExecuteTime": { - "end_time": "2020-07-27T19:58:45.260570Z", - "start_time": "2020-07-27T19:58:45.239102Z" + "end_time": "2020-07-28T10:59:25.540496Z", + "start_time": "2020-07-28T10:59:25.526533Z" }, "pycharm": { "name": "#%%\n" @@ -666,8 +666,8 @@ "execution_count": 7, "metadata": { "ExecuteTime": { - "end_time": "2020-07-27T19:58:45.317935Z", - "start_time": "2020-07-27T19:58:45.264542Z" + "end_time": "2020-07-28T10:59:25.575403Z", + "start_time": "2020-07-28T10:59:25.542491Z" }, "pycharm": { "name": "#%%\n" @@ -685,8 +685,8 @@ "execution_count": 8, "metadata": { "ExecuteTime": { - "end_time": "2020-07-27T19:58:45.362780Z", - "start_time": "2020-07-27T19:58:45.324881Z" + "end_time": "2020-07-28T10:59:25.616293Z", + "start_time": "2020-07-28T10:59:25.579393Z" }, "pycharm": { "name": "#%%\n" @@ -786,8 +786,8 @@ "execution_count": 9, "metadata": { "ExecuteTime": { - "end_time": "2020-07-27T19:58:45.662995Z", - "start_time": "2020-07-27T19:58:45.369114Z" + "end_time": "2020-07-28T10:59:25.944464Z", + "start_time": "2020-07-28T10:59:25.626267Z" }, "pycharm": { "name": "#%%\n" @@ -796,7 +796,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -826,8 +826,8 @@ "execution_count": 10, "metadata": { "ExecuteTime": { - "end_time": "2020-07-27T19:58:45.679921Z", - "start_time": "2020-07-27T19:58:45.664293Z" + "end_time": "2020-07-28T10:59:25.970394Z", + "start_time": "2020-07-28T10:59:25.946457Z" } }, "outputs": [ @@ -938,8 +938,8 @@ "execution_count": 11, "metadata": { "ExecuteTime": { - "end_time": "2020-07-27T19:58:46.100681Z", - "start_time": "2020-07-27T19:58:45.681907Z" + "end_time": "2020-07-28T10:59:26.488009Z", + "start_time": "2020-07-28T10:59:25.972388Z" }, "pycharm": { "name": "#%%\n" @@ -1936,20 +1936,20 @@ "
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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = px.bar(contain_data_stats, x=\"form\", y=[\"numeric data\",\"no data\"], text=\"perc_filled\")\n", + "fig.update_traces(texttemplate='%{text:.2%}', textposition='auto')\n", + "fig.update_layout(yaxis_title=\"Count\")\n", + "fig.show()" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -2204,11 +3451,11 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 21, "metadata": { "ExecuteTime": { - "end_time": "2020-07-27T19:58:51.235856Z", - "start_time": "2020-07-27T19:58:50.859230Z" + "end_time": "2020-07-28T10:59:34.414303Z", + "start_time": "2020-07-28T10:59:34.338506Z" }, "pycharm": { "name": "#%%\n" @@ -3090,20 +4337,20 @@ "
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