ScienceChemistry

SSHS Experiment Data Visualization

Raw data and graphs from four temperature and pH logger experiments: evaporation of liquids, endothermic/exothermic reactions, trimmed-mean pH of six samples, and a neutralization reaction (diagnosing and recalibrating a firmware conversion-formula error).

Data visualization
Python

2026-10-04463 viewsGitHub

중화 반응 재보정 pH.csv

7.6 KB · 2026-10-04

502 rows · 2 columns

#	time	pH(재보정)
1	00:00:03	1.60
2	00:00:04	1.59
3	00:00:06	1.59
4	00:00:07	1.59
5	00:00:09	1.60
6	00:00:11	1.59
7	00:00:12	1.59
8	00:00:13	1.58
9	00:00:15	1.59
10	00:00:16	1.58
11	00:00:18	1.59
12	00:00:20	1.59
13	00:00:21	1.60
14	00:00:23	1.59
15	00:00:24	1.60
16	00:00:25	1.60
17	00:00:27	1.60
18	00:00:28	1.60
19	00:00:30	1.60
20	00:00:32	1.61
21	00:00:33	1.60
22	00:00:35	1.60
23	00:00:36	1.61
24	00:00:38	1.61
25	00:00:39	1.61
26	00:00:41	1.62
27	00:00:42	1.62
28	00:00:44	1.62
29	00:00:45	1.62
30	00:00:46	1.63
31	00:00:48	1.62
32	00:00:49	1.62
33	00:00:51	1.63
34	00:00:53	1.62
35	00:00:54	1.64
36	00:00:56	1.64
37	00:00:57	1.64
38	00:00:59	1.64
39	00:01:00	1.63
40	00:01:02	1.65
41	00:01:03	1.66
42	00:01:05	1.65
43	00:01:06	1.66
44	00:01:08	1.66
45	00:01:10	1.67
46	00:01:11	1.67
47	00:01:13	1.68
48	00:01:14	1.67
49	00:01:15	1.67
50	00:01:17	1.68
51	00:01:18	1.67
52	00:01:20	1.69
53	00:01:21	1.69
54	00:01:23	1.68
55	00:01:24	1.68
56	00:01:26	1.69
57	00:01:28	1.69
58	00:01:29	1.69
59	00:01:31	1.69
60	00:01:32	1.70
61	00:01:34	1.70
62	00:01:35	1.69
63	00:01:37	1.71
64	00:01:38	1.70
65	00:01:40	1.71
66	00:01:41	1.70
67	00:01:43	1.71
68	00:01:45	1.72
69	00:01:46	1.71
70	00:01:47	1.73
71	00:01:49	1.72
72	00:01:50	1.73
73	00:01:52	1.72
74	00:01:53	1.73
75	00:01:55	1.73
76	00:01:56	1.73
77	00:01:58	1.74
78	00:02:00	1.74
79	00:02:01	1.75
80	00:02:03	1.75
81	00:02:04	1.75
82	00:02:06	1.75
83	00:02:07	1.76
84	00:02:09	1.77
85	00:02:10	1.77
86	00:02:12	1.77
87	00:02:13	1.75
88	00:02:15	1.77
89	00:02:17	1.78
90	00:02:18	1.78
91	00:02:20	1.76
92	00:02:21	1.78
93	00:02:23	1.78
94	00:02:24	1.78
95	00:02:26	1.79
96	00:02:27	1.77
97	00:02:29	1.79
98	00:02:30	1.78
99	00:02:32	1.78
100	00:02:34	1.79
101	00:02:35	1.80
102	00:02:37	1.80
103	00:02:38	1.80
104	00:02:40	1.80
105	00:02:41	1.80
106	00:02:43	1.81
107	00:02:44	1.81
108	00:02:46	1.80
109	00:02:48	1.81
110	00:02:49	1.81
111	00:02:51	1.81
112	00:02:52	1.81
113	00:02:54	1.80
114	00:02:55	1.82
115	00:02:57	1.82
116	00:02:58	1.83
117	00:03:00	1.82
118	00:03:01	1.83
119	00:03:03	1.82
120	00:03:05	1.82
121	00:03:06	1.83
122	00:03:08	1.83
123	00:03:09	1.84
124	00:03:11	1.83
125	00:03:12	1.84
126	00:03:14	1.85
127	00:03:15	1.85
128	00:03:17	1.85
129	00:03:18	1.84
130	00:03:20	1.85
131	00:03:21	1.86
132	00:03:23	1.86
133	00:03:24	1.85
134	00:03:26	1.86
135	00:03:27	1.86
136	00:03:29	1.86
137	00:03:30	1.88
138	00:03:31	1.87
139	00:03:33	1.86
140	00:03:34	1.87
141	00:03:36	1.88
142	00:03:37	1.89
143	00:03:39	1.88
144	00:03:40	1.88
145	00:03:42	1.89
146	00:03:43	1.89
147	00:03:45	1.88
148	00:03:46	1.88
149	00:03:48	1.89
150	00:03:49	1.90
151	00:03:51	1.90
152	00:03:52	1.89
153	00:03:54	1.90
154	00:03:55	1.92
155	00:03:57	1.90
156	00:03:58	1.90
157	00:03:59	1.90
158	00:04:01	1.91
159	00:04:02	1.91
160	00:04:04	1.92
161	00:04:05	1.92
162	00:04:07	1.92
163	00:04:09	1.91
164	00:04:11	1.92
165	00:04:12	1.94
166	00:04:14	1.93
167	00:04:15	1.94
168	00:04:17	1.93
169	00:04:18	1.93
170	00:04:20	1.94
171	00:04:21	1.95
172	00:04:23	1.93
173	00:04:24	1.95
174	00:04:26	1.94
175	00:04:27	1.95
176	00:04:29	1.93
177	00:04:30	1.95
178	00:04:32	1.96
179	00:04:34	1.95
180	00:04:35	1.96
181	00:04:37	1.96
182	00:04:39	1.96
183	00:04:40	1.96
184	00:04:42	1.97
185	00:04:43	1.97
186	00:04:45	1.97
187	00:04:46	1.97
188	00:04:47	1.98
189	00:04:49	1.97
190	00:04:50	1.98
191	00:04:52	1.97
192	00:04:53	1.98
193	00:04:55	1.98
194	00:04:57	1.99
195	00:04:58	1.99
196	00:05:00	1.99
197	00:05:01	1.99
198	00:05:03	1.99
199	00:05:05	1.99
200	00:05:06	1.99
201	00:05:07	1.99
202	00:05:09	1.99
203	00:05:11	2.01
204	00:05:12	2.00
205	00:05:14	2.00
206	00:05:15	2.00
207	00:05:17	2.00
208	00:05:18	2.00
209	00:05:20	2.00
210	00:05:21	2.01
211	00:05:23	2.00
212	00:05:24	2.01
213	00:05:26	2.02
214	00:05:27	2.01
215	00:05:30	2.02
216	00:05:31	2.02
217	00:05:33	2.01
218	00:05:34	2.02
219	00:05:36	2.03
220	00:05:37	2.03
221	00:05:39	2.02
222	00:05:40	2.03
223	00:05:43	2.03
224	00:05:45	2.02
225	00:05:47	2.03
226	00:05:49	2.03
227	00:05:50	2.03
228	00:05:52	2.05
229	00:05:54	2.04
230	00:05:55	2.05
231	00:05:56	2.05
232	00:05:58	2.05
233	00:05:59	2.05
234	00:06:01	2.05
235	00:06:02	2.05
236	00:06:04	2.05
237	00:06:05	2.05
238	00:06:07	2.05
239	00:06:08	2.06
240	00:06:10	2.07
241	00:06:11	2.06
242	00:06:13	2.07
243	00:06:14	2.07
244	00:06:16	2.05
245	00:06:17	2.07
246	00:06:19	2.06
247	00:06:20	2.08
248	00:06:22	2.07
249	00:06:23	2.08
250	00:06:25	2.08
251	00:06:26	2.08
252	00:06:27	2.07
253	00:06:29	2.07
254	00:06:30	2.09
255	00:06:32	2.09
256	00:06:33	2.09
257	00:06:35	2.09
258	00:06:36	2.09
259	00:06:38	2.10
260	00:06:39	2.09
261	00:06:41	2.10
262	00:06:42	2.10
263	00:06:44	2.09
264	00:06:45	2.11
265	00:06:47	2.09
266	00:06:48	2.10
267	00:06:50	2.10
268	00:06:51	2.11
269	00:06:53	2.10
270	00:06:54	2.11
271	00:06:56	2.11
272	00:06:57	2.12
273	00:06:59	2.10
274	00:07:00	2.12
275	00:07:02	2.12
276	00:07:03	2.12
277	00:07:05	2.12
278	00:07:06	2.14
279	00:07:07	2.13
280	00:07:09	2.14
281	00:07:11	2.15
282	00:07:12	2.16
283	00:07:14	2.16
284	00:07:15	2.17
285	00:07:16	2.18
286	00:07:18	2.18
287	00:07:19	2.19
288	00:07:21	2.18
289	00:07:22	2.20
290	00:07:24	2.20
291	00:07:25	2.21
292	00:07:27	2.22
293	00:07:28	2.23
294	00:07:30	2.24
295	00:07:31	2.25
296	00:07:33	2.25
297	00:07:35	2.28
298	00:07:37	2.31
299	00:07:38	2.35
300	00:07:40	2.39
301	00:07:41	2.42
302	00:07:43	2.44
303	00:07:44	2.47
304	00:07:46	2.52
305	00:07:47	2.55
306	00:07:49	2.61
307	00:07:50	2.66
308	00:07:52	2.73
309	00:07:53	2.82
310	00:07:55	2.90
311	00:07:56	3.00
312	00:07:58	3.10
313	00:07:59	3.24
314	00:08:01	3.41
315	00:08:02	3.78
316	00:08:04	5.00
317	00:08:05	7.00
318	00:08:07	9.32
319	00:08:08	11.14
320	00:08:10	11.98
321	00:08:11	12.30
322	00:08:13	12.46
323	00:08:14	12.59
324	00:08:16	12.69
325	00:08:17	12.77
326	00:08:19	12.83
327	00:08:20	12.89
328	00:08:22	12.96
329	00:08:24	13.01
330	00:08:25	13.04
331	00:08:28	13.08
332	00:08:29	13.12
333	00:08:30	13.15
334	00:08:32	13.18
335	00:08:33	13.19
336	00:08:35	13.23
337	00:08:36	13.24
338	00:08:38	13.26
339	00:08:39	13.28
340	00:08:41	13.29
341	00:08:42	13.33
342	00:08:44	13.35
343	00:08:45	13.37
344	00:08:47	13.38
345	00:08:48	13.41
346	00:08:50	13.40
347	00:08:52	13.43
348	00:08:53	13.44
349	00:08:55	13.46
350	00:08:56	13.48
351	00:08:58	13.48
352	00:08:59	13.49
353	00:09:01	13.50
354	00:09:02	13.50
355	00:09:04	13.52
356	00:09:05	13.53
357	00:09:07	13.55
358	00:09:08	13.57
359	00:09:10	13.56
360	00:09:11	13.58
361	00:09:13	13.58
362	00:09:14	13.60
363	00:09:16	13.60
364	00:09:17	13.62
365	00:09:19	13.61
366	00:09:20	13.62
367	00:09:22	13.64
368	00:09:23	13.64
369	00:09:25	13.64
370	00:09:26	13.67
371	00:09:28	13.66
372	00:09:29	13.68
373	00:09:31	13.69
374	00:09:32	13.67
375	00:09:34	13.70
376	00:09:35	13.69
377	00:09:37	13.71
378	00:09:38	13.71
379	00:09:40	13.72
380	00:09:41	13.72
381	00:09:43	13.74
382	00:09:44	13.74
383	00:09:46	13.74
384	00:09:47	13.74
385	00:09:48	13.74
386	00:09:50	13.76
387	00:09:51	13.77
388	00:09:53	13.76
389	00:09:54	13.77
390	00:09:56	13.78
391	00:09:57	13.78
392	00:09:59	13.79
393	00:10:00	13.79
394	00:10:02	13.79
395	00:10:03	13.79
396	00:10:05	13.81
397	00:10:06	13.80
398	00:10:08	13.81
399	00:10:09	13.82
400	00:10:11	13.82
401	00:10:12	13.83
402	00:10:14	13.83
403	00:10:15	13.82
404	00:10:17	13.83
405	00:10:18	13.85
406	00:10:20	13.84
407	00:10:21	13.84
408	00:10:22	13.85
409	00:10:24	13.85
410	00:10:25	13.87
411	00:10:27	13.87
412	00:10:28	13.87
413	00:10:30	13.87
414	00:10:31	13.88
415	00:10:33	13.87
416	00:10:34	13.87
417	00:10:36	13.88
418	00:10:37	13.89
419	00:10:39	13.89
420	00:10:40	13.88
421	00:10:42	13.90
422	00:10:43	13.91
423	00:10:45	13.90
424	00:10:46	13.90
425	00:10:48	13.90
426	00:10:49	13.90
427	00:10:51	13.91
428	00:10:52	13.90
429	00:10:54	13.91
430	00:10:55	13.92
431	00:10:57	13.92
432	00:10:58	13.93
433	00:11:00	13.92
434	00:11:01	13.93
435	00:11:03	13.92
436	00:11:04	13.92
437	00:11:06	13.93
438	00:11:07	13.93
439	00:11:09	13.93
440	00:11:11	13.93
441	00:11:12	13.96
442	00:11:14	13.95
443	00:11:15	13.95
444	00:11:17	13.95
445	00:11:18	13.95
446	00:11:20	13.95
447	00:11:21	13.96
448	00:11:23	13.96
449	00:11:24	13.97
450	00:11:26	13.96
451	00:11:27	13.96
452	00:11:29	13.97
453	00:11:30	13.98
454	00:11:32	13.96
455	00:11:33	13.98
456	00:11:35	13.96
457	00:11:36	13.97
458	00:11:38	13.99
459	00:11:39	13.97
460	00:11:41	13.98
461	00:11:42	13.99
462	00:11:44	13.99
463	00:11:45	13.98
464	00:11:47	14.00
465	00:11:48	13.99
466	00:11:49	14.00
467	00:11:51	14.00
468	00:11:52	13.99
469	00:11:54	13.99
470	00:11:55	14.02
471	00:11:57	14.00
472	00:11:58	14.01
473	00:12:00	14.01
474	00:12:01	14.01
475	00:12:03	14.00
476	00:12:04	14.01
477	00:12:06	14.01
478	00:12:07	14.02
479	00:12:09	14.02
480	00:12:10	14.03
481	00:12:12	14.02
482	00:12:13	14.02
483	00:12:15	14.02
484	00:12:16	14.03
485	00:12:18	14.02
486	00:12:19	14.02
487	00:12:21	14.03
488	00:12:22	14.04
489	00:12:24	14.04
490	00:12:25	14.04
491	00:12:27	14.04
492	00:12:28	14.03
493	00:12:30	14.04
494	00:12:31	14.04
495	00:12:33	14.04
496	00:12:34	14.04
497	00:12:36	14.05
498	00:12:37	14.06
499	00:12:39	14.05
500	00:12:40	14.03
501	00:12:42	14.05
502	00:12:43	14.04

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