Commit @657e7e1f36c5232f0ea2aad74affbacc77ad9579

안효원 2022-05-02

two

@657e7e1f36c5232f0ea2aad74affbacc77ad9579

c8e7ae2

657e7e1

20200502/df.ipynb

--- 20200502/df.ipynb

+++ 20200502/df.ipynb

...	...	@@ -2,8 +2,8 @@
2	2	"cells": [
3	3	{
4	4	"cell_type": "code",
5		- "execution_count": 7,
6		- "id": "d318019a",
	5	+ "execution_count": 87,
	6	+ "id": "7751f08f",
7	7	"metadata": {},
8	8	"outputs": [],
9	9	"source": [
...	...	@@ -12,8 +12,8 @@
12	12	},
13	13	{
14	14	"cell_type": "code",
15		- "execution_count": 12,
16		- "id": "78fed803",
	15	+ "execution_count": 88,
	16	+ "id": "55538996",
17	17	"metadata": {},
18	18	"outputs": [],
19	19	"source": [
...	...	@@ -22,8 +22,8 @@
22	22	},
23	23	{
24	24	"cell_type": "code",
25		- "execution_count": 13,
26		- "id": "e1a03a23",
	25	+ "execution_count": 89,
	26	+ "id": "d0b82694",
27	27	"metadata": {},
28	28	"outputs": [
29	29	{
...	...	@@ -81,7 +81,7 @@
81	81	"1 이순신 19 여 163 53"
82	82	]
83	83	},
84		- "execution_count": 13,
	84	+ "execution_count": 89,
85	85	"metadata": {},
86	86	"output_type": "execute_result"
87	87	}
...	...	@@ -92,8 +92,8 @@
92	92	},
93	93	{
94	94	"cell_type": "code",
95		- "execution_count": 16,
96		- "id": "8276cfba",
	95	+ "execution_count": 90,
	96	+ "id": "38ee5685",
97	97	"metadata": {},
98	98	"outputs": [],
99	99	"source": [
...	...	@@ -102,8 +102,8 @@
102	102	},
103	103	{
104	104	"cell_type": "code",
105		- "execution_count": 17,
106		- "id": "945a1142",
	105	+ "execution_count": 91,
	106	+ "id": "33fa0239",
107	107	"metadata": {},
108	108	"outputs": [
109	109	{
...	...	@@ -166,7 +166,7 @@
166	166	"이순신 19 여 163 53"
167	167	]
168	168	},
169		- "execution_count": 17,
	169	+ "execution_count": 91,
170	170	"metadata": {},
171	171	"output_type": "execute_result"
172	172	}
...	...	@@ -177,8 +177,8 @@
177	177	},
178	178	{
179	179	"cell_type": "code",
180		- "execution_count": 25,
181		- "id": "111a1c5f",
	180	+ "execution_count": 92,
	181	+ "id": "749d1c65",
182	182	"metadata": {},
183	183	"outputs": [
184	184	{
...	...	@@ -241,7 +241,7 @@
241	241	"이순신 19 여 163 53"
242	242	]
243	243	},
244		- "execution_count": 25,
	244	+ "execution_count": 92,
245	245	"metadata": {},
246	246	"output_type": "execute_result"
247	247	}
...	...	@@ -252,8 +252,8 @@
252	252	},
253	253	{
254	254	"cell_type": "code",
255		- "execution_count": 27,
256		- "id": "59442de0",
	255	+ "execution_count": 93,
	256	+ "id": "2bba1d93",
257	257	"metadata": {},
258	258	"outputs": [
259	259	{
...	...	@@ -304,7 +304,7 @@
304	304	"이순신 19"
305	305	]
306	306	},
307		- "execution_count": 27,
	307	+ "execution_count": 93,
308	308	"metadata": {},
309	309	"output_type": "execute_result"
310	310	}
...	...	@@ -315,8 +315,8 @@
315	315	},
316	316	{
317	317	"cell_type": "code",
318		- "execution_count": 31,
319		- "id": "9adeed0c",
	318	+ "execution_count": 94,
	319	+ "id": "5139c5f4",
320	320	"metadata": {},
321	321	"outputs": [
322	322	{
...	...	@@ -375,7 +375,7 @@
375	375	"이순신 여 163 53"
376	376	]
377	377	},
378		- "execution_count": 31,
	378	+ "execution_count": 94,
379	379	"metadata": {},
380	380	"output_type": "execute_result"
381	381	}
...	...	@@ -386,8 +386,8 @@
386	386	},
387	387	{
388	388	"cell_type": "code",
389		- "execution_count": 32,
390		- "id": "3e72a447",
	389	+ "execution_count": 95,
	390	+ "id": "4cc78d1f",
391	391	"metadata": {},
392	392	"outputs": [],
393	393	"source": [
...	...	@@ -396,8 +396,8 @@
396	396	},
397	397	{
398	398	"cell_type": "code",
399		- "execution_count": 44,
400		- "id": "e9b958e8",
	399	+ "execution_count": 96,
	400	+ "id": "a0368a19",
401	401	"metadata": {},
402	402	"outputs": [
403	403	{
...	...	@@ -464,7 +464,7 @@
464	464	"이순신 19 여 163 53 0"
465	465	]
466	466	},
467		- "execution_count": 44,
	467	+ "execution_count": 96,
468	468	"metadata": {},
469	469	"output_type": "execute_result"
470	470	}
...	...	@@ -475,8 +475,8 @@
475	475	},
476	476	{
477	477	"cell_type": "code",
478		- "execution_count": 45,
479		- "id": "c435db05",
	478	+ "execution_count": 97,
	479	+ "id": "21f1488e",
480	480	"metadata": {},
481	481	"outputs": [],
482	482	"source": [
...	...	@@ -485,8 +485,8 @@
485	485	},
486	486	{
487	487	"cell_type": "code",
488		- "execution_count": 46,
489		- "id": "5c13154e",
	488	+ "execution_count": 98,
	489	+ "id": "db577036",
490	490	"metadata": {},
491	491	"outputs": [
492	492	{
...	...	@@ -562,7 +562,7 @@
562	562	"유관순 0 0 0 0 0"
563	563	]
564	564	},
565		- "execution_count": 46,
	565	+ "execution_count": 98,
566	566	"metadata": {},
567	567	"output_type": "execute_result"
568	568	}
...	...	@@ -573,8 +573,8 @@
573	573	},
574	574	{
575	575	"cell_type": "code",
576		- "execution_count": 63,
577		- "id": "61e5c95a",
	576	+ "execution_count": 99,
	577	+ "id": "009ea0c5",
578	578	"metadata": {},
579	579	"outputs": [],
580	580	"source": [
...	...	@@ -583,8 +583,8 @@
583	583	},
584	584	{
585	585	"cell_type": "code",
586		- "execution_count": 64,
587		- "id": "2f37fae4",
	586	+ "execution_count": 100,
	587	+ "id": "f24bf138",
588	588	"metadata": {},
589	589	"outputs": [
590	590	{
...	...	@@ -634,10 +634,10 @@
634	634	" </tr>\n",
635	635	" <tr>\n",
636	636	" <th>이순신</th>\n",
637		- " <td>28</td>\n",
638		- " <td>남</td>\n",
639		- " <td>177</td>\n",
640		- " <td>65</td>\n",
	637	+ " <td>19</td>\n",
	638	+ " <td>여</td>\n",
	639	+ " <td>163</td>\n",
	640	+ " <td>53</td>\n",
641	641	" <td>0</td>\n",
642	642	" </tr>\n",
643	643	" <tr>\n",
...	...	@@ -656,11 +656,11 @@
656	656	" 나이 성별 키 체중 DMI\n",
657	657	"이름 \n",
658	658	"홍길동 25 남 185 89 0\n",
659		- "이순신 28 남 177 65 0\n",
	659	+ "이순신 19 여 163 53 0\n",
660	660	"유관순 24 여 166 23 0"
661	661	]
662	662	},
663		- "execution_count": 64,
	663	+ "execution_count": 100,
664	664	"metadata": {},
665	665	"output_type": "execute_result"
666	666	}
...	...	@@ -671,22 +671,22 @@
671	671	},
672	672	{
673	673	"cell_type": "code",
674		- "execution_count": 65,
675		- "id": "5b967150",
	674	+ "execution_count": 101,
	675	+ "id": "8aa2aada",
676	676	"metadata": {},
677	677	"outputs": [
678	678	{
679	679	"data": {
680	680	"text/plain": [
681		- "나이 28\n",
682		- "성별 남\n",
683		- "키 177\n",
684		- "체중 65\n",
	681	+ "나이 19\n",
	682	+ "성별 여\n",
	683	+ "키 163\n",
	684	+ "체중 53\n",
685	685	"DMI 0\n",
686	686	"Name: 이순신, dtype: object"
687	687	]
688	688	},
689		- "execution_count": 65,
	689	+ "execution_count": 101,
690	690	"metadata": {},
691	691	"output_type": "execute_result"
692	692	}
...	...	@@ -697,17 +697,17 @@
697	697	},
698	698	{
699	699	"cell_type": "code",
700		- "execution_count": 67,
701		- "id": "da9482ac",
	700	+ "execution_count": 102,
	701	+ "id": "e392a242",
702	702	"metadata": {},
703	703	"outputs": [
704	704	{
705	705	"data": {
706	706	"text/plain": [
707		- "177"
	707	+ "163"
708	708	]
709	709	},
710		- "execution_count": 67,
	710	+ "execution_count": 102,
711	711	"metadata": {},
712	712	"output_type": "execute_result"
713	713	}
...	...	@@ -718,19 +718,19 @@
718	718	},
719	719	{
720	720	"cell_type": "code",
721		- "execution_count": 68,
722		- "id": "cad4fb14",
	721	+ "execution_count": 103,
	722	+ "id": "3bcdf7ff",
723	723	"metadata": {},
724	724	"outputs": [
725	725	{
726	726	"data": {
727	727	"text/plain": [
728		- "체중 65\n",
729		- "키 177\n",
	728	+ "체중 53\n",
	729	+ "키 163\n",
730	730	"Name: 이순신, dtype: object"
731	731	]
732	732	},
733		- "execution_count": 68,
	733	+ "execution_count": 103,
734	734	"metadata": {},
735	735	"output_type": "execute_result"
736	736	}
...	...	@@ -741,8 +741,640 @@
741	741	},
742	742	{
743	743	"cell_type": "code",
	744	+ "execution_count": 104,
	745	+ "id": "a4bd7696",
	746	+ "metadata": {},
	747	+ "outputs": [
	748	+ {
	749	+ "data": {
	750	+ "text/html": [
	751	+ "<div>\n",
	752	+ "<style scoped>\n",
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	764	+ "</style>\n",
	765	+ "<table border=\"1\" class=\"dataframe\">\n",
	766	+ " <thead>\n",
	767	+ " <tr style=\"text-align: right;\">\n",
	768	+ " <th>이름</th>\n",
	769	+ " <th>홍길동</th>\n",
	770	+ " <th>이순신</th>\n",
	771	+ " <th>유관순</th>\n",
	772	+ " </tr>\n",
	773	+ " </thead>\n",
	774	+ " <tbody>\n",
	775	+ " <tr>\n",
	776	+ " <th>나이</th>\n",
	777	+ " <td>25</td>\n",
	778	+ " <td>19</td>\n",
	779	+ " <td>24</td>\n",
	780	+ " </tr>\n",
	781	+ " <tr>\n",
	782	+ " <th>성별</th>\n",
	783	+ " <td>남</td>\n",
	784	+ " <td>여</td>\n",
	785	+ " <td>여</td>\n",
	786	+ " </tr>\n",
	787	+ " <tr>\n",
	788	+ " <th>키</th>\n",
	789	+ " <td>185</td>\n",
	790	+ " <td>163</td>\n",
	791	+ " <td>166</td>\n",
	792	+ " </tr>\n",
	793	+ " <tr>\n",
	794	+ " <th>체중</th>\n",
	795	+ " <td>89</td>\n",
	796	+ " <td>53</td>\n",
	797	+ " <td>23</td>\n",
	798	+ " </tr>\n",
	799	+ " <tr>\n",
	800	+ " <th>DMI</th>\n",
	801	+ " <td>0</td>\n",
	802	+ " <td>0</td>\n",
	803	+ " <td>0</td>\n",
	804	+ " </tr>\n",
	805	+ " </tbody>\n",
	806	+ "</table>\n",
	807	+ "</div>"
	808	+ ],
	809	+ "text/plain": [
	810	+ "이름 홍길동 이순신 유관순\n",
	811	+ "나이 25 19 24\n",
	812	+ "성별 남 여 여\n",
	813	+ "키 185 163 166\n",
	814	+ "체중 89 53 23\n",
	815	+ "DMI 0 0 0"
	816	+ ]
	817	+ },
	818	+ "execution_count": 104,
	819	+ "metadata": {},
	820	+ "output_type": "execute_result"
	821	+ }
	822	+ ],
	823	+ "source": [
	824	+ "df.transpose()"
	825	+ ]
	826	+ },
	827	+ {
	828	+ "cell_type": "code",
	829	+ "execution_count": 105,
	830	+ "id": "1761096c",
	831	+ "metadata": {},
	832	+ "outputs": [],
	833	+ "source": [
	834	+ "df2 = df"
	835	+ ]
	836	+ },
	837	+ {
	838	+ "cell_type": "code",
	839	+ "execution_count": 106,
	840	+ "id": "83f4eab2",
	841	+ "metadata": {},
	842	+ "outputs": [
	843	+ {
	844	+ "data": {
	845	+ "text/html": [
	846	+ "<div>\n",
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	860	+ "<table border=\"1\" class=\"dataframe\">\n",
	861	+ " <thead>\n",
	862	+ " <tr style=\"text-align: right;\">\n",
	863	+ " <th></th>\n",
	864	+ " <th>나이</th>\n",
	865	+ " <th>성별</th>\n",
	866	+ " <th>키</th>\n",
	867	+ " <th>체중</th>\n",
	868	+ " <th>DMI</th>\n",
	869	+ " </tr>\n",
	870	+ " <tr>\n",
	871	+ " <th>이름</th>\n",
	872	+ " <th></th>\n",
	873	+ " <th></th>\n",
	874	+ " <th></th>\n",
	875	+ " <th></th>\n",
	876	+ " <th></th>\n",
	877	+ " </tr>\n",
	878	+ " </thead>\n",
	879	+ " <tbody>\n",
	880	+ " <tr>\n",
	881	+ " <th>홍길동</th>\n",
	882	+ " <td>25</td>\n",
	883	+ " <td>남</td>\n",
	884	+ " <td>185</td>\n",
	885	+ " <td>89</td>\n",
	886	+ " <td>0</td>\n",
	887	+ " </tr>\n",
	888	+ " <tr>\n",
	889	+ " <th>이순신</th>\n",
	890	+ " <td>19</td>\n",
	891	+ " <td>여</td>\n",
	892	+ " <td>163</td>\n",
	893	+ " <td>53</td>\n",
	894	+ " <td>0</td>\n",
	895	+ " </tr>\n",
	896	+ " <tr>\n",
	897	+ " <th>유관순</th>\n",
	898	+ " <td>24</td>\n",
	899	+ " <td>여</td>\n",
	900	+ " <td>166</td>\n",
	901	+ " <td>23</td>\n",
	902	+ " <td>0</td>\n",
	903	+ " </tr>\n",
	904	+ " </tbody>\n",
	905	+ "</table>\n",
	906	+ "</div>"
	907	+ ],
	908	+ "text/plain": [
	909	+ " 나이 성별 키 체중 DMI\n",
	910	+ "이름 \n",
	911	+ "홍길동 25 남 185 89 0\n",
	912	+ "이순신 19 여 163 53 0\n",
	913	+ "유관순 24 여 166 23 0"
	914	+ ]
	915	+ },
	916	+ "execution_count": 106,
	917	+ "metadata": {},
	918	+ "output_type": "execute_result"
	919	+ }
	920	+ ],
	921	+ "source": [
	922	+ "df2"
	923	+ ]
	924	+ },
	925	+ {
	926	+ "cell_type": "code",
	927	+ "execution_count": 107,
	928	+ "id": "eb5006a7",
	929	+ "metadata": {},
	930	+ "outputs": [],
	931	+ "source": [
	932	+ "df3 = df.copy()"
	933	+ ]
	934	+ },
	935	+ {
	936	+ "cell_type": "code",
	937	+ "execution_count": 108,
	938	+ "id": "78c400ba",
	939	+ "metadata": {},
	940	+ "outputs": [
	941	+ {
	942	+ "data": {
	943	+ "text/html": [
	944	+ "<div>\n",
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	957	+ "</style>\n",
	958	+ "<table border=\"1\" class=\"dataframe\">\n",
	959	+ " <thead>\n",
	960	+ " <tr style=\"text-align: right;\">\n",
	961	+ " <th></th>\n",
	962	+ " <th>나이</th>\n",
	963	+ " <th>성별</th>\n",
	964	+ " <th>키</th>\n",
	965	+ " <th>체중</th>\n",
	966	+ " <th>DMI</th>\n",
	967	+ " </tr>\n",
	968	+ " <tr>\n",
	969	+ " <th>이름</th>\n",
	970	+ " <th></th>\n",
	971	+ " <th></th>\n",
	972	+ " <th></th>\n",
	973	+ " <th></th>\n",
	974	+ " <th></th>\n",
	975	+ " </tr>\n",
	976	+ " </thead>\n",
	977	+ " <tbody>\n",
	978	+ " <tr>\n",
	979	+ " <th>홍길동</th>\n",
	980	+ " <td>25</td>\n",
	981	+ " <td>남</td>\n",
	982	+ " <td>185</td>\n",
	983	+ " <td>89</td>\n",
	984	+ " <td>0</td>\n",
	985	+ " </tr>\n",
	986	+ " <tr>\n",
	987	+ " <th>이순신</th>\n",
	988	+ " <td>19</td>\n",
	989	+ " <td>여</td>\n",
	990	+ " <td>163</td>\n",
	991	+ " <td>53</td>\n",
	992	+ " <td>0</td>\n",
	993	+ " </tr>\n",
	994	+ " <tr>\n",
	995	+ " <th>유관순</th>\n",
	996	+ " <td>24</td>\n",
	997	+ " <td>여</td>\n",
	998	+ " <td>166</td>\n",
	999	+ " <td>23</td>\n",
	1000	+ " <td>0</td>\n",
	1001	+ " </tr>\n",
	1002	+ " </tbody>\n",
	1003	+ "</table>\n",
	1004	+ "</div>"
	1005	+ ],
	1006	+ "text/plain": [
	1007	+ " 나이 성별 키 체중 DMI\n",
	1008	+ "이름 \n",
	1009	+ "홍길동 25 남 185 89 0\n",
	1010	+ "이순신 19 여 163 53 0\n",
	1011	+ "유관순 24 여 166 23 0"
	1012	+ ]
	1013	+ },
	1014	+ "execution_count": 108,
	1015	+ "metadata": {},
	1016	+ "output_type": "execute_result"
	1017	+ }
	1018	+ ],
	1019	+ "source": [
	1020	+ "df3"
	1021	+ ]
	1022	+ },
	1023	+ {
	1024	+ "cell_type": "code",
	1025	+ "execution_count": 109,
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744	1376	"execution_count": null,
745		- "id": "f1fdf9ca",
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746	1378	"metadata": {},
747	1379	"outputs": [],
748	1380	"source": []
...	...	@@ -750,7 +1382,7 @@
750	1382	{
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752	1384	"execution_count": null,
753		- "id": "1bd88754",
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755	1387	"outputs": [],
756	1388	"source": []
...	...	@@ -758,7 +1390,7 @@
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761		- "id": "7e733b15",
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762	1394	"metadata": {},
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764	1396	"source": []
...	...	@@ -766,7 +1398,7 @@
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769		- "id": "0deb051a",
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770	1402	"metadata": {},
771	1403	"outputs": [],
772	1404	"source": []
...	...	@@ -774,7 +1406,7 @@
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777		- "id": "7be238a4",
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780	1412	"source": []
...	...	@@ -782,7 +1414,7 @@
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785		- "id": "387422c4",
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786	1418	"metadata": {},
787	1419	"outputs": [],
788	1420	"source": []
...	...	@@ -790,7 +1422,7 @@
790	1422	{
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792	1424	"execution_count": null,
793		- "id": "2f3f244b",
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794	1426	"metadata": {},
795	1427	"outputs": [],
796	1428	"source": []
...	...	@@ -798,15 +1430,7 @@
798	1430	{
799	1431	"cell_type": "code",
800	1432	"execution_count": null,
801		- "id": "88f67dfd",
802		- "metadata": {},
803		- "outputs": [],
804		- "source": []
805		- },
806		- {
807		- "cell_type": "code",
808		- "execution_count": null,
809		- "id": "a66ddfaf",
	1433	+ "id": "a8633397",
810	1434	"metadata": {},
811	1435	"outputs": [],
812	1436	"source": []

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