From e9f8da27a8a798ef7cfe047018be4e588b72052d Mon Sep 17 00:00:00 2001 From: brb Date: Mon, 15 May 2023 21:55:04 +0200 Subject: [PATCH] updated plots --- plot.ipynb | 132 +++++++++++++++++---------------- plots/conceptual_processes.png | Bin 50254 -> 66385 bytes plots/narrative_processes.png | Bin 42324 -> 66385 bytes 3 files changed, 69 insertions(+), 63 deletions(-) diff --git a/plot.ipynb b/plot.ipynb index 8fc4acd..a0ca845 100644 --- a/plot.ipynb +++ b/plot.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -121,7 +121,7 @@ "8 casual low angle 1 10.000000" ] }, - "execution_count": 3, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -804,37 +804,37 @@ " \n", " \n", " 1\n", + " speech\n", + " 2\n", + " \n", + " \n", + " 2\n", " unidirectional\\ntransactional\\naction\n", " 23\n", " \n", " \n", - " 2\n", - " bidirectional\\ntransactional\\naction\n", - " 2\n", - " \n", - " \n", " 3\n", - " non-transactional\\nreaction\n", - " 6\n", - " \n", - " \n", - " 4\n", - " unidirectional\\ntransactional\\nreaction\n", - " 5\n", - " \n", - " \n", - " 5\n", - " bidirectional\\ntransactional\\nreaction\n", - " 2\n", - " \n", - " \n", - " 6\n", " conversion\n", " 2\n", " \n", " \n", + " 4\n", + " non-transactional\\nreaction\n", + " 6\n", + " \n", + " \n", + " 5\n", + " bidirectional\\ntransactional\\naction\n", + " 2\n", + " \n", + " \n", + " 6\n", + " unidirectional\\ntransactional\\nreaction\n", + " 5\n", + " \n", + " \n", " 7\n", - " speech\n", + " bidirectional\\ntransactional\\nreaction\n", " 2\n", " \n", " \n", @@ -844,13 +844,13 @@ "text/plain": [ " category count\n", "0 non-transactional\\naction 26\n", - "1 unidirectional\\ntransactional\\naction 23\n", - "2 bidirectional\\ntransactional\\naction 2\n", - "3 non-transactional\\nreaction 6\n", - "4 unidirectional\\ntransactional\\nreaction 5\n", - "5 bidirectional\\ntransactional\\nreaction 2\n", - "6 conversion 2\n", - "7 speech 2" + "1 speech 2\n", + "2 unidirectional\\ntransactional\\naction 23\n", + "3 conversion 2\n", + "4 non-transactional\\nreaction 6\n", + "5 bidirectional\\ntransactional\\naction 2\n", + "6 unidirectional\\ntransactional\\nreaction 5\n", + "7 bidirectional\\ntransactional\\nreaction 2" ] }, "execution_count": 10, @@ -862,23 +862,25 @@ "df = pd.DataFrame({\n", " 'category': [\n", " 'non-transactional\\naction',\n", + " 'speech',\n", " 'unidirectional\\ntransactional\\naction',\n", - " 'bidirectional\\ntransactional\\naction',\n", + " 'conversion',\n", " 'non-transactional\\nreaction',\n", + " 'bidirectional\\ntransactional\\naction',\n", " 'unidirectional\\ntransactional\\nreaction',\n", " 'bidirectional\\ntransactional\\nreaction',\n", - " 'conversion',\n", - " 'speech',\n", + " \n", + " \n", " ],\n", " 'count': [\n", " 26,\n", + " 2,\n", " 23,\n", " 2,\n", " 6,\n", + " 2,\n", " 5,\n", " 2,\n", - " 2,\n", - " 2,\n", " ]\n", "})\n", "\n", @@ -892,9 +894,9 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -906,14 +908,16 @@ "colors = sns.color_palette('Blues')[0:len(df)]\n", "\n", "#create pie chart\n", - "plt.pie(df['count'], labels=df['category'], colors = colors, autopct='%.0f%%', startangle=40)\n", + "fig = plt.figure(figsize=(8,8))\n", + "plt.pie(df['count'], labels=df['category'], colors = colors, autopct='%.0f%%', startangle=0)\n", + "plt.tight_layout()\n", "plt.savefig('plots/narrative_processes.png')\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -949,25 +953,25 @@ " \n", " \n", " 1\n", - " analytical\\nexhaustive\n", - " 18\n", - " \n", - " \n", - " 2\n", - " analytical\\ndisarranged\n", - " 6\n", - " \n", - " \n", - " 3\n", " analytical\\ntemporal\n", " 2\n", " \n", " \n", - " 4\n", + " 2\n", + " analytical\\nexhaustive\n", + " 18\n", + " \n", + " \n", + " 3\n", " analytical\\ndistributed\n", " 1\n", " \n", " \n", + " 4\n", + " analytical\\ndisarranged\n", + " 6\n", + " \n", + " \n", " 5\n", " analytical\\ntopological\n", " 2\n", @@ -999,10 +1003,10 @@ "text/plain": [ " category count\n", "0 classification\\novert\\ntaxonomy 4\n", - "1 analytical\\nexhaustive 18\n", - "2 analytical\\ndisarranged 6\n", - "3 analytical\\ntemporal 2\n", - "4 analytical\\ndistributed 1\n", + "1 analytical\\ntemporal 2\n", + "2 analytical\\nexhaustive 18\n", + "3 analytical\\ndistributed 1\n", + "4 analytical\\ndisarranged 6\n", "5 analytical\\ntopological 2\n", "6 analytical\\nexploded 4\n", "7 analytical\\ninclusive 1\n", @@ -1010,7 +1014,7 @@ "9 symbolic\\nattributive 5" ] }, - "execution_count": 25, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -1019,10 +1023,10 @@ "df = pd.DataFrame({\n", " 'category': [\n", " 'classification\\novert\\ntaxonomy',\n", - " 'analytical\\nexhaustive',\n", - " 'analytical\\ndisarranged',\n", " 'analytical\\ntemporal',\n", + " 'analytical\\nexhaustive',\n", " 'analytical\\ndistributed',\n", + " 'analytical\\ndisarranged',\n", " 'analytical\\ntopological',\n", " 'analytical\\nexploded',\n", " 'analytical\\ninclusive',\n", @@ -1031,10 +1035,10 @@ " ],\n", " 'count': [\n", " 4,\n", - " 18,\n", - " 6,\n", " 2,\n", + " 18,\n", " 1,\n", + " 6,\n", " 2,\n", " 4,\n", " 1,\n", @@ -1048,14 +1052,14 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 20, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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" ] }, "metadata": {}, @@ -1067,7 +1071,9 @@ "colors = sns.color_palette('Blues')[0:len(df)]\n", "\n", "#create pie chart\n", - "plt.pie(df['count'], labels=df['category'], colors = colors, autopct='%.0f%%', startangle=-15)\n", + "fig = plt.figure(figsize=(8,8))\n", + "plt.pie(df['count'], labels=df['category'], colors = colors, autopct='%.0f%%', startangle=0)\n", + "plt.tight_layout()\n", "plt.savefig('plots/conceptual_processes.png')\n", "plt.show()" ] diff --git a/plots/conceptual_processes.png b/plots/conceptual_processes.png index 2247d2e596e00ddf5b2b72a73ca0d2de58825c36..7b050dbf370438b9f3d20b4f7b4a31dba264fdc7 100644 GIT binary patch literal 66385 zcmeFZWmuN$`z{Cupc0}qNJ)saNDC;9lyrAUgLH!;UDDD@N=r$DNQnptNK1oschB|s z`_G>JVb9E$J;$EonDJPy<-+%U?s%^Iit{|LJNSj11lCQGnoDUsh8 zXz-J9J2W%+53i$`x}%bA*Hj4y@R=}4F?N13p*2~nWLkf z10O4^^?&;Si>>`j*72Jdf$)$Uc9I$nC@44v$Zyn7Lb>KBs3<5>qR*6FQ`RP2Tn87< zFSi#L*Wv^ueV;!4hK(_cB4&qQ@PgYyK>@E4k6H8giPPDO@!BGF3IB(R1&XU*zhIML 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