This is the case study as the junior Business Analyst / Business Intelligence.

The dataset are provided by teacher. And we already received the permission from Google to use.

First is the screenshot about stakeholders.

Second is the three tables which are already cleaned.

date_created	contacts_n	contacts_n_1	contacts_n_2	contacts_n_3	contacts_n_4	contacts_n_5	contacts_n_6	contacts_n_7	new_type	new_market
2022-02-04	199	21	6	11	7	14	5	6	type_5	market_1
2022-01-30	19	2	0	2	1	0	0	0	type_1	market_1
2022-02-14	29	0	2	2	0	1	0	1	type_1	market_1
2022-01-16	120	6	6	5	4	7	4	null	type_2	market_1
2022-02-03	182	27	13	null	14	4	3	2	type_5	market_1
2022-03-08	3	null	null	null	null	null	null	1	type_4	market_1
2022-03-05	2	1	null	1	null	null	null	null	type_4	market_1
2022-02-01	262	14	8	7	3	2	3	8	type_2	market_1
2022-01-04	15	2	3	1	null	null	1	2	type_3	market_1
2022-02-10	258	11	10	4	7	7	7	5	type_2	market_1
2022-01-11	263	28	9	13	8	5	12	8	type_5	market_1
2022-01-22	6	null	null	1	3	2	null	1	type_3	market_1
2022-02-02	2	null	null	null	null	null	null	null	type_4	market_1
2022-03-26	206	24	11	20	11	7	5	7	type_5	market_1
2022-02-13	26	0	0	0	1	0	0	0	type_1	market_1
2022-01-10	44	3	1	1	2	0	4	0	type_1	market_1
2022-03-14	23	4	5	1	0	0	0	3	type_1	market_1
2022-02-26	18	2	1	1	0	3	0	0	type_1	market_1
2022-02-10	21	null	1	null	null	1	2	1	type_3	market_1
2022-02-17	9	3	null	1	2	null	null	null	type_3	market_1
2022-01-30	133	12	6	10	5	8	4	3	type_5	market_1
2022-01-04	44	4	4	3	0	1	3	2	type_1	market_1
2022-01-05	4	null	null	null	null	null	null	null	type_4	market_1
2022-03-21	211	29	27	9	13	9	11	10	type_5	market_1
2022-01-29	130	5	10	5	10	8	3	6	type_2	market_1
2022-02-11	37	0	0	1	0	2	0	0	type_1	market_1
2022-01-20	22	2	6	3	1	0	0	0	type_1	market_1
2022-03-22	503	23	25	13	11	3	18	14	type_2	market_1
2022-03-18	19	2	1	4	null	2	2	null	type_3	market_1
2022-03-09	306	19	12	8	4	7	7	9	type_2	market_1
2022-02-04	24	1	0	0	2	2	0	4	type_1	market_1
2022-01-14	5	null	null	null	null	null	null	null	type_4	market_1
2022-01-08	112	5	8	4	3	6	4	5	type_2	market_1
2022-01-15	32	3	2	0	1	2	0	0	type_1	market_1
2022-02-17	157	10	3	6	3	4	5	8	type_5	market_1
2022-01-05	17	3	1	null	1	null	1	null	type_3	market_1
2022-01-10	240	7	8	13	7	2	4	2	type_2	market_1
2022-03-13	145	21	8	7	2	5	7	5	type_5	market_1
2022-01-27	23	4	1	1	1	0	0	0	type_1	market_1
2022-03-17	32	3	1	0	0	0	0	1	type_1	market_1
2022-02-19	8	3	1	2	null	1	null	null	type_3	market_1
2022-01-26	21	2	2	1	4	4	null	1	type_3	market_1
2022-01-11	2	null	null	null	null	1	null	null	type_4	market_1
2022-01-21	11	3	1	3	3	null	null	1	type_3	market_1
2022-02-23	295	3	11	5	7	14	4	6	type_2	market_1
2022-02-19	null	1	null	null	null	null	null	null	type_4	market_1
2022-01-26	249	19	7	3	1	9	5	4	type_2	market_1
2022-01-25	2	null	null	null	null	null	null	null	type_4	market_1
2022-01-23	20	1	2	0	1	1	1	2	type_1	market_1
2022-03-03	213	25	13	11	9	7	4	9	type_5	market_1
2022-02-02	28	1	0	0	3	2	1	0	type_1	market_1
2022-02-14	196	20	13	4	4	1	6	4	type_5	market_1
2022-03-12	1	null	1	1	1	null	null	null	type_4	market_1
2022-03-27	2	null	1	null	1	null	null	null	type_4	market_1
2022-02-08	31	3	1	2	1	0	1	0	type_1	market_1
2022-02-28	250	29	19	15	4	14	10	9	type_5	market_1
2022-01-20	11	4	2	null	2	1	1	null	type_3	market_1
2022-02-20	12	2	1	0	0	1	0	1	type_1	market_1
2022-03-11	346	11	7	8	6	6	7	3	type_2	market_1
2022-01-23	95	2	7	2	4	7	4	2	type_2	market_1
2022-02-25	3	null	null	null	null	null	null	null	type_4	market_1
2022-01-20	216	27	8	2	11	3	7	6	type_5	market_1
2022-01-25	24	0	2	5	1	2	0	1	type_1	market_1
2022-02-11	5	null	null	null	null	1	null	null	type_4	market_1
2022-03-28	5	null	null	null	1	null	null	null	type_4	market_1
2022-03-31	391	11	5	10	15	8	6	3	type_2	market_1
2022-02-12	null	null	null	null	null	null	null	null	type_4	market_1
2022-02-22	9	null	null	null	1	null	1	1	type_4	market_1
2022-01-15	3	null	null	null	1	null	null	null	type_4	market_1
2022-03-18	266	13	10	12	16	10	6	5	type_2	market_1
2022-01-21	226	8	6	6	7	4	4	3	type_2	market_1
2022-01-19	25	4	0	3	1	1	0	0	type_1	market_1
2022-02-08	6	null	null	null	null	null	null	null	type_4	market_1
2022-03-13	2	2	null	1	null	null	null	null	type_4	market_1
2022-01-29	172	9	13	8	6	7	3	7	type_5	market_1
2022-01-11	28	6	0	1	3	0	0	3	type_1	market_1
2022-01-02	39	2	2	2	0	2	2	2	type_1	market_1
2022-03-13	36	3	0	2	0	0	1	0	type_1	market_1
2022-03-01	19	0	4	0	2	1	0	2	type_1	market_1
2022-01-07	45	6	3	2	4	2	2	0	type_1	market_1
2022-02-22	15	4	1	null	1	2	1	1	type_3	market_1
2022-02-10	31	8	0	0	1	1	2	2	type_1	market_1
2022-01-05	280	5	9	2	6	7	3	7	type_2	market_1
2022-01-21	227	18	7	13	6	12	7	5	type_5	market_1
2022-03-15	24	7	1	1	0	0	0	1	type_1	market_1
2022-02-07	208	26	11	8	7	10	6	12	type_5	market_1
2022-02-12	178	17	13	5	3	2	1	2	type_5	market_1
2022-03-19	152	17	9	11	11	7	3	1	type_5	market_1
2022-02-24	181	20	10	4	8	9	13	3	type_5	market_1
2022-02-24	276	19	4	6	6	9	2	7	type_2	market_1
2022-02-05	164	8	7	1	2	4	7	3	type_2	market_1
2022-01-02	1	null	null	null	null	null	null	null	type_4	market_1
2022-02-26	1	1	null	null	null	null	null	null	type_4	market_1
2022-02-19	150	15	13	6	1	7	9	3	type_5	market_1
2022-03-28	190	27	10	12	6	7	3	3	type_5	market_1
2022-03-27	22	1	2	0	0	0	3	2	type_1	market_1
2022-02-05	152	16	10	9	7	7	4	7	type_5	market_1
2022-01-30	9	4	4	null	null	null	null	null	type_3	market_1
2022-02-08	217	12	10	4	3	5	13	4	type_2	market_1
2022-01-06	214	27	16	12	15	12	6	6	type_5	market_1
2022-02-25	278	17	12	15	9	4	5	5	type_2	market_1
2022-03-12	232	9	12	3	5	1	5	3	type_2	market_1
2022-02-16	18	null	4	2	1	1	null	null	type_3	market_1
2022-02-18	2	null	null	null	1	null	null	null	type_4	market_1
2022-01-12	19	3	1	null	null	null	1	3	type_3	market_1
2022-03-02	16	4	0	2	1	0	2	0	type_1	market_1
2022-01-11	261	13	12	6	4	2	13	5	type_2	market_1
2022-02-19	150	8	6	7	3	3	3	2	type_2	market_1
2022-01-29	null	null	null	null	null	null	null	null	type_4	market_1
2022-01-18	15	1	1	3	1	null	3	null	type_3	market_1
2022-02-26	198	9	6	12	5	11	6	7	type_2	market_1
2022-02-27	141	13	3	2	3	1	3	4	type_2	market_1
2022-02-25	183	22	14	12	8	14	4	1	type_5	market_1
2022-03-07	16	2	1	2	2	2	0	1	type_1	market_1
2022-02-18	20	3	0	1	1	1	1	0	type_1	market_1
2022-01-25	18	6	null	3	1	null	2	1	type_3	market_1
2022-03-06	141	7	10	8	3	3	5	4	type_5	market_1
2022-01-09	165	24	13	4	7	2	6	4	type_5	market_1
2022-02-10	155	16	8	7	9	7	11	8	type_5	market_1
2022-01-03	395	18	23	9	7	6	7	9	type_2	market_1
2022-01-12	280	18	17	2	3	6	7	6	type_2	market_1
2022-02-10	1	null	null	null	null	null	1	null	type_4	market_1
2022-02-12	17	4	1	0	3	0	1	3	type_1	market_1
2022-01-31	3	null	null	null	null	null	null	1	type_4	market_1
2022-01-09	107	3	7	8	5	1	3	3	type_2	market_1
2022-03-09	15	null	3	2	null	1	4	1	type_3	market_1
2022-01-08	9	1	1	null	3	1	2	null	type_3	market_1
2022-01-17	224	17	9	7	10	6	5	6	type_2	market_1
2022-01-08	1	null	null	null	null	null	null	null	type_4	market_1
2022-01-15	146	8	8	8	6	7	3	4	type_2	market_1
2022-02-16	174	6	8	8	6	9	7	2	type_5	market_1
2022-03-22	14	null	null	1	null	null	1	2	type_3	market_1
2022-02-04	16	null	2	1	3	1	2	1	type_3	market_1
2022-03-12	11	null	5	3	null	null	1	null	type_3	market_1
2022-03-26	1	1	null	null	null	null	null	null	type_4	market_1
2022-03-14	28	3	2	1	1	2	null	3	type_3	market_1
2022-03-31	235	21	15	8	19	6	8	11	type_5	market_1
2022-02-28	35	3	0	3	0	3	0	0	type_1	market_1
2022-01-05	52	3	1	1	6	3	0	2	type_1	market_1
2022-03-02	22	3	1	3	null	2	null	1	type_3	market_1
2022-03-14	370	10	12	9	10	5	5	20	type_2	market_1
2022-01-20	1	null	1	1	null	null	null	null	type_4	market_1
2022-03-06	169	12	8	8	6	7	7	4	type_2	market_1
2022-03-20	142	15	6	3	4	6	2	1	type_2	market_1
2022-02-02	12	1	1	null	null	3	1	null	type_3	market_1
2022-02-22	45	1	2	0	1	0	1	0	type_1	market_1
2022-01-01	30	6	0	1	2	0	1	0	type_1	market_1
2022-03-30	3	null	null	null	null	null	null	null	type_4	market_1
2022-03-31	3	null	null	null	null	null	null	null	type_4	market_1
2022-02-19	24	2	2	1	0	2	1	1	type_1	market_1
2022-01-03	18	1	2	1	null	1	null	null	type_3	market_1
2022-03-16	28	3	3	1	1	null	3	4	type_3	market_1
2022-03-02	1	null	1	1	null	null	1	null	type_4	market_1
2022-03-31	15	2	1	1	3	null	2	null	type_3	market_1
2022-03-09	202	21	7	6	2	14	6	3	type_5	market_1
2022-02-16	236	8	8	6	4	6	4	7	type_2	market_1
2022-02-20	2	1	null	null	null	null	null	null	type_4	market_1
2022-01-19	2	null	1	1	1	null	null	null	type_4	market_1
2022-03-25	280	46	13	8	12	15	7	7	type_5	market_1
2022-02-22	254	20	11	8	7	7	10	8	type_5	market_1
2022-03-05	182	9	16	3	5	8	2	4	type_5	market_1
2022-03-10	361	10	7	4	13	5	12	4	type_2	market_1
2022-02-07	2	null	1	null	null	null	null	null	type_4	market_1
2022-03-17	170	9	9	5	10	7	10	9	type_5	market_1
2022-01-07	7	null	null	null	null	null	null	1	type_4	market_1
2022-03-03	15	null	1	1	4	1	1	1	type_3	market_1
2022-01-06	43	4	2	2	3	0	4	0	type_1	market_1
2022-03-03	368	22	15	5	13	12	7	7	type_2	market_1
2022-01-24	4	1	null	null	null	null	null	null	type_4	market_1
2022-03-25	17	4	1	6	2	2	2	2	type_3	market_1
2022-01-10	14	null	null	1	null	null	null	null	type_3	market_1
2022-01-03	259	25	16	11	6	8	4	11	type_5	market_1
2022-03-25	344	18	6	13	13	14	11	2	type_2	market_1
2022-03-01	3	null	null	null	null	1	null	null	type_4	market_1
2022-02-18	157	14	6	7	4	4	4	4	type_5	market_1
2022-03-21	26	null	3	2	null	4	null	null	type_3	market_1
2022-03-31	33	2	5	0	3	3	1	0	type_1	market_1
2022-03-18	178	13	7	5	3	5	5	7	type_5	market_1
2022-02-18	263	11	3	9	5	7	4	4	type_2	market_1
2022-01-12	2	1	null	null	null	null	null	null	type_4	market_1
2022-01-02	111	8	5	5	1	5	2	2	type_2	market_1
2022-01-30	null	null	null	null	null	null	null	null	type_4	market_1
2022-03-05	19	null	1	null	null	null	2	1	type_3	market_1
2022-03-04	18	0	0	1	2	1	1	1	type_1	market_1
2022-02-23	15	1	3	null	2	1	null	3	type_3	market_1
2022-01-26	1	null	null	null	null	null	1	null	type_4	market_1
2022-01-07	228	12	7	4	8	6	5	4	type_2	market_1
2022-03-06	20	1	2	0	0	1	0	3	type_1	market_1
2022-03-01	25	1	1	null	2	1	2	1	type_3	market_1
2022-03-27	167	16	8	10	4	4	3	1	type_2	market_1
2022-01-28	11	1	2	2	null	1	1	null	type_3	market_1
2022-03-07	6	1	null	null	null	null	null	null	type_4	market_1
2022-03-02	342	11	8	5	7	9	8	15	type_2	market_1
2022-01-14	219	3	1	10	10	8	6	7	type_2	market_1
2022-01-04	207	27	10	12	18	13	5	8	type_5	market_1
2022-03-23	275	35	25	13	4	6	20	11	type_5	market_1
2022-03-06	5	1	null	null	null	null	null	null	type_3	market_1
2022-02-28	6	null	null	null	null	1	1	1	type_4	market_1
2022-02-21	198	16	16	8	6	7	2	14	type_5	market_1
2022-03-29	38	2	1	2	1	2	2	1	type_1	market_1
2022-03-17	3	null	null	null	null	null	null	null	type_4	market_1
2022-02-21	241	9	15	5	7	7	5	9	type_2	market_1
2022-01-21	5	2	null	null	1	null	null	null	type_4	market_1
2022-02-26	180	19	9	9	7	8	4	3	type_5	market_1
2022-02-28	29	5	4	4	1	null	null	2	type_3	market_1
2022-02-17	242	7	4	2	2	14	8	3	type_2	market_1
2022-02-11	173	20	5	11	3	10	3	2	type_5	market_1
2022-01-18	288	19	7	7	10	6	9	8	type_2	market_1
2022-01-28	32	2	3	2	0	3	2	0	type_1	market_1
2022-02-28	433	25	16	11	12	7	7	11	type_2	market_1
2022-03-08	17	1	1	4	null	null	null	2	type_3	market_1
2022-01-18	249	31	22	9	14	4	7	1	type_5	market_1
2022-03-03	2	1	1	1	null	1	null	null	type_4	market_1
2022-03-25	2	1	1	null	null	null	null	null	type_4	market_1
2022-03-21	28	6	1	3	0	5	0	4	type_1	market_1
2022-03-30	242	29	14	6	7	21	8	15	type_5	market_1
2022-02-14	2	null	1	null	null	null	null	null	type_4	market_1
2022-03-12	145	14	12	5	6	3	2	6	type_5	market_1
2022-02-12	9	1	1	1	2	1	2	null	type_3	market_1
2022-01-01	null	null	null	null	null	null	null	null	type_4	market_1
2022-03-07	18	2	2	2	1	null	null	1	type_3	market_1
2022-01-01	166	12	13	7	8	2	1	5	type_5	market_1
2022-02-01	1	null	null	null	null	null	null	null	type_4	market_1
2022-02-01	16	3	0	1	0	0	1	3	type_1	market_1
2022-03-30	22	1	1	null	1	2	1	1	type_3	market_1
2022-02-23	189	17	16	5	6	12	8	4	type_5	market_1
2022-01-17	193	22	19	15	11	7	3	5	type_5	market_1
2022-02-06	97	11	null	4	2	4	3	1	type_5	market_1
2022-02-09	2	null	null	null	null	null	null	null	type_4	market_1
2022-01-15	7	2	null	1	null	null	null	1	type_3	market_1
2022-02-08	24	3	3	2	null	null	null	1	type_3	market_1
2022-02-15	16	2	3	4	null	null	1	null	type_3	market_1
2022-02-15	null	null	null	null	null	null	null	null	type_4	market_1
2022-03-08	25	2	1	1	2	1	0	0	type_1	market_1
2022-01-23	137	9	2	3	2	3	5	1	type_5	market_1
2022-02-17	3	null	null	1	null	1	null	null	type_4	market_1
2022-03-20	161	12	11	7	10	3	4	3	type_5	market_1
2022-03-23	9	null	1	2	null	2	1	null	type_3	market_1
2022-01-18	31	5	1	1	3	0	2	1	type_1	market_1
2022-01-21	29	7	2	1	4	0	0	1	type_1	market_1
2022-02-06	23	1	2	0	1	0	0	0	type_1	market_1
2022-01-19	18	1	1	null	null	null	1	2	type_3	market_1
2022-01-28	248	17	13	14	9	8	7	6	type_5	market_1
2022-02-13	1	2	null	1	null	null	1	null	type_3	market_1
2022-01-06	11	1	1	1	null	null	2	null	type_3	market_1
2022-03-20	9	2	3	null	null	1	null	null	type_3	market_1
2022-03-23	24	6	1	4	2	0	3	4	type_1	market_1
2022-02-02	296	11	10	10	6	14	8	9	type_2	market_1
2022-01-04	4	1	null	1	null	null	null	null	type_4	market_1
2022-03-12	15	0	2	0	3	1	1	1	type_1	market_1
2022-03-24	320	13	8	6	6	14	12	9	type_2	market_1
2022-01-29	7	6	3	2	null	null	null	null	type_3	market_1
2022-03-28	35	3	1	1	0	1	0	3	type_1	market_1
2022-03-26	48	3	1	2	1	2	2	0	type_1	market_1
2022-01-26	16	2	2	1	2	0	0	0	type_1	market_1
2022-02-03	12	2	null	null	null	2	1	2	type_3	market_1
2022-02-14	21	1	1	2	2	null	null	1	type_3	market_1
2022-03-29	28	2	1	null	null	null	null	1	type_3	market_1
2022-02-27	143	14	14	5	2	2	3	5	type_5	market_1
2022-03-27	158	12	9	7	6	10	4	2	type_5	market_1
2022-01-28	5	null	null	1	null	null	null	1	type_4	market_1
2022-03-08	352	10	7	12	5	5	13	8	type_2	market_1
2022-01-20	254	8	12	5	11	6	10	3	type_2	market_1
2022-02-05	11	3	1	1	0	2	4	1	type_1	market_1
2022-03-15	26	3	4	2	1	1	2	null	type_3	market_1
2022-03-20	24	0	2	0	3	0	1	0	type_1	market_1
2022-02-07	24	6	1	0	8	1	2	2	type_1	market_1
2022-03-26	231	12	14	11	11	12	4	2	type_2	market_1
2022-03-05	31	1	2	1	0	0	1	0	type_1	market_1
2022-03-25	32	6	3	2	2	0	2	2	type_1	market_1
2022-03-29	413	39	15	8	5	1	9	8	type_2	market_1
2022-01-05	210	26	18	9	8	17	7	5	type_5	market_1
2022-03-04	15	null	null	1	null	null	1	1	type_3	market_1
2022-03-30	599	30	20	8	4	15	6	1	type_2	market_1
2022-01-14	250	13	8	7	5	2	6	8	type_5	market_1
2022-01-19	310	10	14	12	3	8	5	4	type_2	market_1
2022-02-04	248	16	3	11	8	9	10	2	type_2	market_1
2022-03-24	34	0	3	0	0	3	2	1	type_1	market_1
2022-01-01	97	3	5	3	2	3	1	2	type_2	market_1
2022-03-10	27	5	1	1	0	0	4	4	type_1	market_1
2022-03-10	10	1	null	null	null	2	null	2	type_3	market_1
2022-03-26	15	2	1	2	null	null	1	null	type_3	market_1
2022-02-20	132	13	11	7	3	7	5	9	type_5	market_1
2022-02-27	5	null	1	null	null	null	null	null	type_4	market_1
2022-02-08	190	25	7	4	4	5	4	null	type_5	market_1
2022-03-17	24	2	1	1	2	2	null	null	type_3	market_1
2022-01-07	13	null	null	null	1	2	null	1	type_3	market_1
2022-02-13	134	11	9	8	2	4	4	1	type_5	market_1
2022-02-20	122	7	3	3	3	2	1	2	type_2	market_1
2022-03-21	5	1	null	1	null	null	null	null	type_4	market_1
2022-01-24	26	1	0	0	3	0	1	1	type_1	market_1
2022-01-17	2	null	1	null	1	null	1	1	type_4	market_1
2022-03-01	242	31	6	11	6	5	6	5	type_5	market_1
2022-02-25	14	1	null	4	2	1	1	1	type_3	market_1
2022-01-12	49	1	4	0	0	1	1	1	type_1	market_1
2022-02-27	17	0	0	0	0	0	1	0	type_1	market_1
2022-01-13	299	13	4	2	7	6	3	4	type_2	market_1
2022-03-11	14	3	1	2	1	2	1	1	type_3	market_1
2022-03-15	4	1	2	null	null	null	null	null	type_4	market_1
2022-01-31	290	11	14	7	4	9	4	5	type_2	market_1
2022-02-15	15	1	1	1	3	1	3	0	type_1	market_1
2022-01-23	5	1	null	1	2	1	null	null	type_3	market_1
2022-02-07	303	11	10	16	3	8	4	14	type_2	market_1
2022-03-19	151	5	12	4	6	11	5	2	type_2	market_1
2022-01-13	4	1	null	1	1	null	null	null	type_4	market_1
2022-02-24	2	null	null	null	null	null	null	null	type_4	market_1
2022-01-25	304	14	12	9	8	2	5	7	type_2	market_1
2022-03-27	5	1	1	null	null	null	null	null	type_3	market_1
2022-01-22	4	null	null	null	null	null	1	null	type_4	market_1
2022-02-24	8	1	null	1	1	1	3	1	type_3	market_1
2022-02-27	7	1	3	null	null	1	null	null	type_3	market_1
2022-01-19	229	31	14	7	3	11	1	12	type_5	market_1
2022-03-16	156	13	5	8	3	7	8	6	type_5	market_1
2022-03-10	199	18	5	3	16	4	11	4	type_5	market_1
2022-03-11	181	20	12	16	12	11	5	5	type_5	market_1
2022-03-15	316	16	5	7	6	6	9	11	type_2	market_1
2022-03-19	18	4	2	null	null	1	null	2	type_3	market_1
2022-01-31	18	0	3	1	0	0	0	2	type_1	market_1
2022-03-07	206	20	21	10	11	6	5	11	type_5	market_1
2022-03-24	11	1	null	null	null	1	3	null	type_3	market_1
2022-03-10	4	null	null	null	null	null	null	null	type_4	market_1
2022-01-14	25	2	1	1	0	0	1	0	type_1	market_1
2022-01-22	235	16	18	9	8	4	12	8	type_5	market_1
2022-03-18	1	null	null	null	null	null	null	null	type_4	market_1
2022-03-15	192	27	9	4	4	10	6	7	type_5	market_1
2022-01-29	23	5	1	0	0	1	0	0	type_1	market_1
2022-01-08	41	4	2	3	0	0	0	0	type_1	market_1
2022-03-11	3	null	null	null	null	1	null	null	type_4	market_1
2022-03-08	182	27	12	12	9	2	5	7	type_5	market_1
2022-02-20	9	5	1	3	2	null	null	1	type_3	market_1
2022-01-06	null	1	null	null	null	null	null	null	type_4	market_1
2022-02-23	1	null	null	null	null	null	null	null	type_4	market_1
2022-01-12	288	25	12	6	6	16	7	7	type_5	market_1
2022-02-03	25	2	0	0	1	1	0	0	type_1	market_1
2022-02-12	171	12	6	3	4	7	2	4	type_2	market_1
2022-03-19	null	null	null	null	1	null	null	null	type_4	market_1
2022-02-09	254	8	11	8	4	10	8	5	type_2	market_1
2022-02-13	1	null	null	null	null	null	null	null	type_4	market_1
2022-03-07	382	24	7	8	9	13	6	19	type_2	market_1
2022-01-28	227	9	5	17	9	14	13	8	type_2	market_1
2022-02-14	252	19	10	8	13	8	5	9	type_2	market_1
2022-01-02	7	null	null	3	1	null	null	null	type_3	market_1
2022-02-23	24	0	1	2	1	1	0	0	type_1	market_1
2022-03-14	5	1	null	null	null	null	null	null	type_4	market_1
2022-03-24	4	null	null	null	null	null	null	null	type_4	market_1
2022-01-11	14	1	2	1	2	null	1	null	type_3	market_1
2022-02-03	2	null	null	null	null	1	null	null	type_4	market_1
2022-03-09	21	3	0	1	1	2	0	1	type_1	market_1
2022-02-11	24	2	null	3	1	1	2	null	type_3	market_1
2022-02-05	9	null	2	1	1	null	null	null	type_3	market_1
2022-01-09	5	1	null	1	null	null	null	null	type_3	market_1
2022-02-26	13	1	3	3	2	null	null	2	type_3	market_1
2022-01-13	32	4	4	2	1	1	2	1	type_1	market_1
2022-02-09	19	1	1	null	null	1	null	null	type_3	market_1
2022-02-01	15	2	1	1	null	null	2	1	type_3	market_1
2022-01-16	7	1	1	null	null	null	null	2	type_3	market_1
2022-01-27	1	null	null	null	null	null	null	null	type_4	market_1
2022-01-27	237	14	5	2	14	3	2	6	type_2	market_1
2022-03-24	263	33	16	13	10	9	6	4	type_5	market_1
2022-02-21	5	null	null	null	null	null	null	null	type_4	market_1
2022-03-03	32	4	2	1	1	2	2	0	type_1	market_1
2022-01-13	19	4	3	1	null	3	null	1	type_3	market_1
2022-01-04	343	19	10	10	6	null	13	10	type_2	market_1
2022-02-25	18	1	0	2	1	1	0	1	type_1	market_1
2022-01-31	22	2	1	2	2	null	1	2	type_3	market_1
2022-01-27	17	null	null	null	2	null	null	2	type_3	market_1
2022-02-05	null	null	null	1	null	null	null	null	type_4	market_1
2022-02-06	120	11	4	3	6	2	5	3	type_2	market_1
2022-03-13	192	8	7	9	7	2	3	2	type_2	market_1
2022-02-22	300	21	14	11	8	2	13	14	type_2	market_1
2022-01-30	94	8	1	3	1	2	3	null	type_2	market_1
2022-01-17	12	3	2	null	null	null	null	null	type_3	market_1
2022-03-23	8	1	null	null	1	null	null	null	type_4	market_1
2022-01-09	2	null	null	null	null	null	null	null	type_4	market_1
2022-01-13	246	23	11	9	7	6	6	2	type_5	market_1
2022-03-06	6	null	null	null	null	null	null	null	type_4	market_1
2022-03-01	366	20	20	13	13	8	13	7	type_2	market_1
2022-01-18	2	null	null	1	1	1	1	null	type_4	market_1
2022-02-21	23	1	1	null	4	1	null	1	type_3	market_1
2022-03-18	18	0	2	3	2	2	2	0	type_1	market_1
2022-03-14	238	23	7	11	4	5	3	13	type_5	market_1
2022-01-10	223	28	12	5	11	7	3	8	type_5	market_1
2022-03-05	178	8	11	10	3	3	8	3	type_2	market_1
2022-01-24	281	25	7	9	9	4	3	6	type_2	market_1
2022-03-22	233	35	23	12	7	8	7	4	type_5	market_1
2022-03-09	1	null	null	null	null	null	1	null	type_4	market_1
2022-01-02	141	17	8	14	6	3	null	4	type_5	market_1
2022-03-20	null	null	null	null	null	null	null	1	type_4	market_1
2022-02-13	137	7	10	4	8	1	4	2	type_2	market_1
2022-02-06	4	null	null	null	1	null	null	null	type_3	market_1
2022-01-22	182	10	10	12	6	8	5	5	type_2	market_1
2022-03-16	45	2	null	null	null	null	null	null	type_4	market_1
2022-03-02	196	31	10	21	11	11	11	10	type_5	market_1
2022-02-02	202	13	16	15	9	15	5	7	type_5	market_1
2022-01-17	40	1	0	0	1	2	1	0	type_1	market_1
2022-01-06	242	11	5	1	8	4	2	5	type_2	market_1
2022-01-09	34	2	3	1	1	0	0	0	type_1	market_1
2022-03-28	31	6	1	2	1	1	null	1	type_3	market_1
2022-03-21	465	35	18	17	12	9	5	19	type_2	market_1
2022-01-24	225	7	17	7	6	5	2	5	type_5	market_1
2022-02-15	311	17	7	8	6	9	5	2	type_2	market_1
2022-03-16	40	1	0	1	0	2	1	1	type_1	market_1
2022-01-16	2	null	null	1	null	null	null	null	type_4	market_1
2022-02-07	26	4	5	4	1	2	null	1	type_3	market_1
2022-03-04	5	null	1	null	null	null	1	null	type_4	market_1
2022-02-09	24	0	3	1	1	1	0	1	type_1	market_1
2022-03-17	262	11	2	2	16	7	6	11	type_2	market_1
2022-01-07	214	22	16	14	13	4	9	12	type_5	market_1
2022-01-08	164	18	16	15	3	3	3	1	type_5	market_1
2022-02-16	26	3	1	0	0	0	1	0	type_1	market_1
2022-01-25	176	17	8	11	1	5	9	10	type_5	market_1
2022-01-03	6	null	1	null	null	null	null	null	type_4	market_1
2022-01-31	243	31	16	12	12	8	1	10	type_5	market_1
2022-02-09	199	18	8	8	6	9	7	1	type_5	market_1
2022-02-15	168	25	6	2	3	5	11	8	type_5	market_1
2022-03-19	15	0	2	2	0	3	0	2	type_1	market_1
2022-03-04	174	10	11	11	8	8	4	1	type_5	market_1
2022-01-03	55	3	6	0	5	2	4	4	type_1	market_1
2022-02-18	18	null	null	3	1	null	null	null	type_3	market_1
2022-02-11	197	10	4	10	7	4	5	8	type_2	market_1
2022-02-03	304	13	11	4	8	2	6	6	type_2	market_1
2022-03-13	3	2	4	1	null	null	null	null	type_3	market_1
2022-02-06	1	null	null	1	null	null	null	null	type_4	market_1
2022-03-23	454	25	15	9	6	20	16	28	type_2	market_1
2022-01-16	118	11	6	8	6	6	2	3	type_5	market_1
2022-02-21	18	4	0	0	1	2	0	1	type_1	market_1
2022-03-28	480	28	19	19	13	5	9	12	type_2	market_1
2022-01-01	7	null	null	null	null	null	null	1	type_3	market_1
2022-01-24	22	3	4	null	1	1	3	1	type_3	market_1
2022-02-04	3	null	null	null	1	null	null	null	type_4	market_1
2022-01-27	171	25	12	2	6	3	2	2	type_5	market_1
2022-03-16	378	17	16	5	6	14	15	17	type_2	market_1
2022-03-22	4	null	null	null	null	null	null	null	type_4	market_1
2022-03-22	28	2	2	3	3	1	0	3	type_1	market_1
2022-02-24	13	2	2	0	0	0	2	1	type_1	market_1
2022-03-30	46	1	2	3	2	3	0	2	type_1	market_1
2022-03-29	186	16	15	10	5	3	8	8	type_5	market_1
2022-01-26	182	18	7	10	3	9	10	7	type_5	market_1
2022-01-15	215	10	8	9	15	4	5	2	type_5	market_1
2022-01-16	24	1	3	2	1	1	0	0	type_1	market_1
2022-02-01	233	24	16	12	10	null	6	5	type_5	market_1
2022-03-11	20	1	1	3	2	5	1	0	type_1	market_1
2022-01-23	1	null	null	null	null	null	null	null	type_4	market_1
2022-01-10	1	null	null	null	null	null	null	null	type_4	market_1
2022-03-04	279	11	7	11	12	10	5	14	type_2	market_1
2022-03-29	3	null	null	null	null	null	null	null	type_4	market_1
2022-02-17	15	1	1	1	1	0	0	1	type_1	market_1
2022-01-14	17	null	1	null	1	1	2	1	type_3	market_1
2022-01-22	53	1	1	1	0	1	1	1	type_1	market_1
2022-02-16	3	null	null	null	null	null	null	null	type_4	market_1

next table

date_created	contacts_n	contacts_n_1	contacts_n_2	contacts_n_3	contacts_n_4	contacts_n_5	contacts_n_6	contacts_n_7	new_type	new_market
2022-03-16	null	null	null	null	null	1	null	null	type_4	market_2
2022-02-01	28	1	null	1	null	null	2	null	type_2	market_2
2022-01-05	11	2	0	0	0	0	0	0	type_1	market_2
2022-03-30	38	3	2	null	null	null	null	1	type_5	market_2
2022-01-24	1	0	0	0	0	0	0	0	type_1	market_2
2022-02-27	null	null	null	null	null	null	null	null	type_4	market_2
2022-03-28	29	null	2	null	1	null	null	1	type_2	market_2
2022-01-10	null	null	null	null	null	null	null	null	type_4	market_2
2022-01-03	5	null	null	null	null	null	null	null	type_3	market_2
2022-02-23	29	null	1	null	1	null	null	null	type_2	market_2
2022-03-24	20	null	null	null	1	1	null	null	type_2	market_2
2022-01-30	1	0	0	0	0	0	0	0	type_1	market_2
2022-03-12	9	null	null	2	null	null	null	null	type_2	market_2
2022-03-10	19	null	null	null	2	null	null	null	type_2	market_2
2022-03-28	2	null	null	null	null	null	null	null	type_3	market_2
2022-03-18	16	1	null	null	null	null	null	null	type_2	market_2
2022-03-17	3	0	0	0	0	0	0	0	type_1	market_2
2022-03-31	1	0	1	0	0	0	0	0	type_1	market_2
2022-01-15	2	0	0	0	0	0	0	0	type_1	market_2
2022-02-16	18	null	1	null	null	null	null	1	type_2	market_2
2022-02-14	25	null	null	1	null	null	null	null	type_2	market_2
2022-03-26	1	null	null	null	null	null	null	null	type_4	market_2
2022-03-22	26	1	2	null	null	null	1	2	type_5	market_2
2022-03-05	39	null	1	1	null	null	null	null	type_5	market_2
2022-02-14	null	null	null	null	null	null	null	null	type_4	market_2
2022-01-07	29	null	1	null	null	1	1	1	type_2	market_2
2022-01-16	9	1	null	null	null	null	null	null	type_2	market_2
2022-03-27	10	null	1	null	null	null	null	null	type_5	market_2
2022-01-11	null	null	null	null	null	null	null	null	type_3	market_2
2022-03-26	1	null	null	null	null	null	null	null	type_3	market_2
2022-01-10	8	0	0	0	0	0	0	0	type_1	market_2
2022-01-21	18	null	null	null	null	null	null	null	type_2	market_2
2022-02-26	16	null	null	null	null	1	null	1	type_5	market_2
2022-03-17	18	1	1	null	null	2	null	1	type_5	market_2
2022-02-07	33	2	1	null	null	null	null	null	type_5	market_2
2022-03-22	null	null	null	null	null	null	null	null	type_3	market_2
2022-02-24	15	1	1	2	1	null	null	1	type_2	market_2
2022-02-21	null	null	null	null	null	null	null	null	type_3	market_2
2022-01-11	4	1	0	0	0	0	0	0	type_1	market_2
2022-01-31	25	null	null	null	1	1	null	1	type_5	market_2
2022-02-12	null	null	null	null	null	null	null	null	type_4	market_2
2022-02-24	null	0	1	0	1	0	0	0	type_1	market_2
2022-03-31	null	null	null	null	null	null	null	null	type_4	market_2
2022-03-01	40	2	null	1	null	3	null	null	type_2	market_2
2022-03-04	null	null	null	null	null	null	null	null	type_4	market_2
2022-03-15	null	null	null	null	null	null	null	null	type_4	market_2
2022-02-15	20	null	2	null	null	null	null	null	type_2	market_2
2022-01-13	4	0	1	0	0	0	0	0	type_1	market_2
2022-03-21	1	null	null	null	null	1	null	null	type_4	market_2
2022-02-06	null	null	null	1	null	null	null	null	type_4	market_2
2022-02-23	25	null	null	null	1	null	null	null	type_5	market_2
2022-02-16	1	null	null	null	null	null	null	null	type_4	market_2
2022-01-29	null	null	null	null	null	null	null	null	type_4	market_2
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2022-03-07	2	null	null	null	null	null	null	null	type_3	market_2
2022-03-21	2	null	null	1	null	null	null	2	type_3	market_2
2022-03-25	null	null	null	null	1	null	null	1	type_3	market_2
2022-03-15	26	2	1	1	null	null	null	2	type_5	market_2
2022-02-18	25	null	null	1	2	1	1	null	type_2	market_2
2022-02-10	13	null	null	null	null	null	null	null	type_5	market_2
2022-01-01	null	null	null	null	null	null	null	null	type_3	market_2
2022-02-12	2	0	0	0	0	0	0	0	type_1	market_2
2022-01-10	26	1	4	1	null	null	null	1	type_5	market_2
2022-01-25	30	2	null	null	null	null	null	null	type_5	market_2
2022-01-21	23	2	1	1	2	null	null	null	type_5	market_2
2022-03-27	11	1	null	null	null	null	null	null	type_2	market_2
2022-03-09	17	3	null	2	1	3	null	null	type_5	market_2
2022-01-13	null	null	null	null	null	null	null	null	type_4	market_2
2022-02-10	5	0	0	0	0	0	0	1	type_1	market_2
2022-01-03	66	3	3	4	6	2	1	2	type_2	market_2
2022-02-01	2	1	0	1	0	0	0	0	type_1	market_2
2022-01-28	3	0	0	0	0	0	0	0	type_1	market_2
2022-01-17	26	2	null	null	null	null	null	null	type_2	market_2
2022-01-09	1	1	null	null	null	null	null	null	type_3	market_2
2022-03-02	27	4	null	1	null	3	null	null	type_5	market_2
2022-03-04	4	null	null	1	null	1	null	null	type_3	market_2
2022-01-30	10	2	null	null	null	null	null	null	type_5	market_2
2022-02-15	null	null	null	null	null	null	null	null	type_4	market_2
2022-01-31	2	null	null	null	null	null	null	null	type_4	market_2
2022-01-06	1	null	null	null	null	null	null	null	type_4	market_2
2022-01-18	5	0	0	0	0	0	0	0	type_1	market_2
2022-03-07	33	1	1	null	null	null	null	3	type_2	market_2
2022-01-04	48	7	4	2	null	null	1	2	type_2	market_2
2022-03-16	18	1	1	1	null	null	null	null	type_2	market_2
2022-01-07	5	0	0	0	0	1	0	0	type_1	market_2
2022-03-30	31	1	null	null	null	null	null	2	type_2	market_2
2022-01-12	27	1	1	null	null	null	null	2	type_5	market_2
2022-03-14	null	null	null	null	null	null	null	null	type_3	market_2
2022-01-08	20	null	null	null	null	null	null	null	type_2	market_2
2022-03-24	33	1	null	null	4	1	1	null	type_5	market_2
2022-02-20	14	1	1	null	null	null	null	1	type_5	market_2
2022-02-24	26	null	1	null	null	null	1	null	type_5	market_2
2022-03-04	1	0	0	0	0	0	0	0	type_1	market_2
2022-03-03	24	null	2	null	null	null	null	null	type_5	market_2
2022-01-19	null	null	null	null	null	null	null	null	type_3	market_2
2022-01-15	22	1	1	null	2	null	1	1	type_5	market_2
2022-02-16	2	null	null	null	null	null	null	null	type_3	market_2
2022-01-25	4	0	0	0	0	0	0	0	type_1	market_2
2022-01-01	2	0	0	0	0	0	0	0	type_1	market_2
2022-03-18	null	null	null	null	null	null	null	null	type_4	market_2
2022-02-25	null	null	null	null	null	null	null	null	type_3	market_2
2022-01-30	null	1	null	null	null	null	null	null	type_4	market_2
2022-02-05	1	0	1	0	0	0	0	0	type_1	market_2
2022-03-08	25	2	3	null	null	null	null	2	type_5	market_2
2022-01-21	1	null	null	null	null	null	null	null	type_4	market_2
2022-02-01	17	4	null	null	1	1	1	null	type_5	market_2
2022-02-14	18	1	null	null	null	null	null	null	type_5	market_2
2022-01-12	1	null	null	null	null	null	null	null	type_3	market_2
2022-03-08	null	null	null	null	null	null	null	null	type_4	market_2
2022-01-06	8	0	0	0	0	0	1	0	type_1	market_2
2022-01-11	33	4	null	1	null	null	null	null	type_5	market_2
2022-03-25	1	null	null	null	null	null	null	null	type_4	market_2
2022-02-15	1	0	0	0	0	0	0	0	type_1	market_2
2022-01-11	22	2	1	null	null	null	null	null	type_2	market_2
2022-02-08	4	0	0	0	0	0	0	0	type_1	market_2
2022-01-02	null	null	null	null	null	null	null	null	type_3	market_2
2022-01-15	15	1	null	null	null	null	null	null	type_2	market_2
2022-03-10	2	1	0	0	0	0	0	0	type_1	market_2
2022-03-22	2	0	0	0	0	0	1	0	type_1	market_2
2022-02-08	1	null	null	null	null	null	null	null	type_3	market_2
2022-01-16	1	null	null	null	null	null	null	null	type_3	market_2
2022-03-10	23	null	null	1	2	null	1	1	type_5	market_2
2022-01-20	21	null	null	null	1	2	null	null	type_2	market_2
2022-03-03	4	0	0	0	0	0	0	0	type_1	market_2
2022-01-22	null	null	null	null	null	null	null	null	type_3	market_2
2022-03-13	10	null	null	null	null	null	null	null	type_2	market_2
2022-03-06	9	null	1	null	null	null	null	null	type_2	market_2
2022-03-17	null	null	null	null	null	null	null	null	type_4	market_2
2022-03-24	1	null	null	null	null	null	null	null	type_4	market_2
2022-01-26	3	null	null	null	null	null	null	null	type_3	market_2
2022-03-05	null	null	null	null	null	null	null	null	type_4	market_2
2022-03-12	null	null	null	null	null	null	null	null	type_4	market_2
2022-01-27	null	null	null	null	null	null	null	null	type_4	market_2
2022-03-12	16	1	2	null	null	null	null	null	type_5	market_2
2022-03-19	9	null	1	null	null	1	null	null	type_2	market_2
2022-02-22	1	null	null	null	null	null	null	null	type_4	market_2
2022-02-06	4	1	null	null	null	1	null	1	type_2	market_2
2022-02-21	1	null	null	null	null	null	null	null	type_4	market_2
2022-03-19	5	0	0	0	0	0	0	0	type_1	market_2
2022-01-19	24	null	1	null	1	1	null	null	type_2	market_2
2022-01-18	39	1	null	1	null	1	null	null	type_5	market_2
2022-03-09	5	0	0	0	0	0	0	0	type_1	market_2
2022-01-19	2	0	0	0	0	0	0	0	type_1	market_2
2022-03-06	null	null	null	null	null	null	null	null	type_4	market_2
2022-03-17	null	null	null	null	null	null	null	null	type_3	market_2
2022-03-08	24	3	null	null	null	null	null	2	type_2	market_2
2022-01-09	13	null	null	null	null	2	null	null	type_5	market_2
2022-01-02	4	0	0	1	0	0	0	0	type_1	market_2
2022-01-06	29	5	null	null	null	null	null	null	type_2	market_2
2022-01-11	null	null	null	null	null	null	null	null	type_4	market_2
2022-02-07	19	null	null	1	null	null	null	null	type_2	market_2
2022-01-03	12	0	0	1	0	0	0	0	type_1	market_2
2022-02-10	19	3	null	null	null	null	null	2	type_2	market_2
2022-03-02	32	null	4	null	1	null	null	1	type_2	market_2
2022-03-19	2	null	null	null	null	null	null	null	type_3	market_2
2022-01-08	null	null	null	null	null	null	null	null	type_4	market_2
2022-02-27	11	1	null	null	null	null	null	null	type_2	market_2
2022-03-03	null	null	null	null	null	null	null	null	type_3	market_2
2022-01-25	1	null	null	null	null	null	null	null	type_3	market_2
2022-02-02	4	0	2	0	0	0	0	0	type_1	market_2
2022-02-25	13	null	null	2	null	null	1	null	type_2	market_2
2022-02-08	17	3	null	null	null	null	null	null	type_2	market_2
2022-02-19	null	null	null	null	null	null	null	null	type_3	market_2
2022-03-01	null	null	null	null	null	null	null	null	type_4	market_2
2022-01-29	null	null	1	null	null	null	null	null	type_3	market_2
2022-03-06	null	null	null	null	null	null	null	null	type_3	market_2
2022-01-28	null	null	null	null	null	null	null	null	type_3	market_2
2022-01-31	1	0	0	1	0	0	0	0	type_1	market_2
2022-03-14	5	0	0	0	0	0	0	0	type_1	market_2
2022-01-19	32	null	3	1	null	2	3	null	type_5	market_2
2022-03-15	23	1	1	null	null	null	null	2	type_2	market_2
2022-01-22	3	0	0	0	0	0	0	0	type_1	market_2
2022-01-02	22	2	1	2	null	null	null	null	type_5	market_2
2022-02-21	1	0	0	0	0	0	0	0	type_1	market_2
2022-02-13	null	null	null	null	null	null	null	null	type_4	market_2
2022-03-21	32	2	null	1	null	null	null	1	type_2	market_2
2022-01-02	12	1	2	1	3	null	null	null	type_2	market_2
2022-01-13	22	6	1	null	null	null	1	null	type_5	market_2
2022-02-05	null	null	null	null	null	null	null	null	type_4	market_2
2022-03-11	null	null	null	null	null	null	null	null	type_3	market_2
2022-02-06	null	1	0	0	0	0	0	0	type_1	market_2
2022-01-17	25	2	2	1	null	2	null	null	type_5	market_2
2022-01-23	1	0	0	0	0	0	0	0	type_1	market_2
2022-03-05	16	null	2	1	null	2	null	null	type_2	market_2
2022-02-22	23	1	4	null	null	1	1	null	type_5	market_2
2022-03-11	4	0	0	0	0	0	0	0	type_1	market_2
2022-02-11	18	1	null	null	1	3	null	null	type_5	market_2
2022-02-12	11	1	null	1	null	null	null	null	type_2	market_2
2022-02-26	null	null	null	null	null	null	null	null	type_3	market_2
2022-01-04	8	1	1	0	0	0	0	0	type_1	market_2
2022-03-09	25	4	1	1	null	null	1	null	type_2	market_2
2022-02-02	24	1	null	null	1	1	1	null	type_2	market_2
2022-02-28	5	0	0	0	0	0	0	0	type_1	market_2
2022-02-10	1	null	null	null	1	null	1	null	type_3	market_2
2022-02-17	4	0	0	0	0	2	0	0	type_1	market_2
2022-01-05	1	null	null	null	null	null	null	null	type_4	market_2
2022-01-03	1	null	null	null	null	null	null	null	type_4	market_2
2022-01-21	1	0	0	0	0	0	0	0	type_1	market_2
2022-03-20	1	0	0	0	0	0	0	0	type_1	market_2
2022-01-01	20	3	1	null	null	null	1	null	type_5	market_2

Last table

date_created	contacts_n	contacts_n_1	contacts_n_2	contacts_n_3	contacts_n_4	contacts_n_5	contacts_n_6	contacts_n_7	new_type	new_market
2022-02-17	9	3	1	null	2	2	null	2	type_3	market_3
2022-01-04	8	3	3	null	null	null	null	1	type_3	market_3
2022-03-16	27	3	2	2	null	null	null	1	type_2	market_3
2022-01-23	9	null	null	null	null	null	1	1	type_2	market_3
2022-02-06	2	null	null	null	null	null	null	null	type_4	market_3
2022-03-16	null	null	null	null	null	null	null	null	type_4	market_3
2022-03-13	8	3	5	null	2	null	null	null	type_3	market_3
2022-02-09	27	1	2	null	3	1	null	null	type_2	market_3
2022-03-30	33	2	2	1	1	null	null	null	type_2	market_3
2022-02-11	18	5	10	4	5	5	5	3	type_1	market_3
2022-03-02	33	3	1	2	null	null	2	3	type_2	market_3
2022-03-22	110	15	11	8	1	null	3	2	type_5	market_3
2022-01-30	17	null	null	null	null	null	null	1	type_2	market_3
2022-03-12	null	null	1	null	null	null	null	null	type_4	market_3
2022-03-05	3	null	1	null	1	null	null	null	type_3	market_3
2022-01-07	31	null	null	null	null	null	1	null	type_2	market_3
2022-02-07	30	null	null	4	2	1	2	1	type_2	market_3
2022-01-05	12	3	0	1	0	1	0	0	type_1	market_3
2022-02-03	58	20	2	1	4	6	1	1	type_5	market_3
2022-01-04	7	0	4	0	0	0	0	0	type_1	market_3
2022-01-27	36	4	null	3	null	2	null	1	type_2	market_3
2022-01-20	null	null	null	null	null	null	null	null	type_4	market_3
2022-03-27	44	13	2	1	7	1	2	1	type_5	market_3
2022-01-28	14	4	6	9	9	4	4	4	type_1	market_3
2022-02-02	72	6	8	1	2	9	6	1	type_5	market_3
2022-01-27	10	3	null	null	2	null	null	null	type_3	market_3
2022-01-24	153	14	4	4	10	4	null	4	type_5	market_3
2022-01-13	2	null	null	null	null	null	null	null	type_4	market_3
2022-02-15	18	2	1	1	1	null	null	2	type_3	market_3
2022-02-12	9	null	5	null	null	2	2	1	type_3	market_3
2022-03-22	13	5	4	4	1	null	4	1	type_3	market_3
2022-01-03	46	1	3	2	null	null	null	null	type_2	market_3
2022-03-13	21	null	null	null	3	null	null	null	type_2	market_3
2022-01-15	4	null	null	2	null	null	null	null	type_3	market_3
2022-01-11	null	null	null	null	null	null	null	null	type_4	market_3
2022-01-25	26	null	2	2	1	1	2	null	type_2	market_3
2022-02-22	227	69	5	2	1	1	null	1	type_5	market_3
2022-02-08	10	2	1	2	2	null	4	3	type_3	market_3
2022-02-16	41	4	3	null	null	2	3	1	type_2	market_3
2022-02-14	40	1	1	1	2	1	null	1	type_2	market_3
2022-01-13	190	15	3	2	2	3	7	5	type_5	market_3
2022-01-15	20	1	null	null	2	1	null	null	type_2	market_3
2022-03-01	42	1	2	2	2	null	1	null	type_2	market_3
2022-02-17	34	3	1	1	4	2	1	3	type_2	market_3
2022-03-15	34	null	2	2	2	null	1	1	type_2	market_3
2022-03-29	7	1	6	4	0	0	0	0	type_1	market_3
2022-01-16	17	2	1	null	1	1	null	null	type_2	market_3
2022-03-20	1	null	null	null	null	null	null	null	type_4	market_3
2022-01-30	8	8	8	4	4	4	4	2	type_1	market_3
2022-02-20	104	5	5	2	1	2	null	1	type_5	market_3
2022-01-02	11	0	0	0	0	0	0	1	type_1	market_3
2022-03-23	150	21	2	3	1	2	4	5	type_5	market_3
2022-03-07	15	4	3	7	2	2	3	1	type_3	market_3
2022-03-24	12	5	2	null	4	3	null	2	type_3	market_3
2022-03-21	65	7	6	4	3	1	null	3	type_5	market_3
2022-03-31	129	8	3	null	1	2	4	2	type_5	market_3
2022-02-28	69	3	4	null	null	null	null	3	type_5	market_3
2022-01-18	30	1	6	null	null	null	null	null	type_2	market_3
2022-01-18	3	1	1	0	0	0	0	0	type_1	market_3
2022-03-24	39	2	null	null	1	5	2	null	type_2	market_3
2022-01-21	14	null	null	2	1	2	1	null	type_3	market_3
2022-02-05	89	7	5	1	null	1	2	2	type_5	market_3
2022-02-26	null	null	null	null	null	null	null	null	type_4	market_3
2022-03-28	84	16	4	11	4	3	2	1	type_5	market_3
2022-03-23	18	1	4	1	1	1	2	2	type_3	market_3
2022-01-31	13	8	4	4	4	4	2	2	type_1	market_3
2022-03-19	null	null	null	null	null	null	null	null	type_4	market_3
2022-02-22	9	2	1	null	null	null	null	null	type_3	market_3
2022-02-06	20	null	2	2	1	2	null	3	type_2	market_3
2022-01-25	9	null	null	5	1	null	null	null	type_3	market_3
2022-03-27	11	null	1	null	null	null	null	null	type_2	market_3
2022-02-19	null	null	null	null	null	null	null	null	type_4	market_3
2022-01-23	null	null	null	null	null	null	null	null	type_4	market_3
2022-03-12	5	2	0	0	0	0	0	0	type_1	market_3
2022-03-19	24	null	3	null	null	1	null	2	type_2	market_3
2022-01-08	16	null	null	null	null	null	null	null	type_2	market_3
2022-01-13	74	4	3	2	null	null	null	2	type_2	market_3
2022-03-26	13	1	2	2	null	1	null	null	type_2	market_3
2022-01-26	29	2	4	null	2	null	5	1	type_2	market_3
2022-02-08	10	4	7	5	4	10	4	5	type_1	market_3
2022-01-06	26	1	0	1	1	2	0	1	type_1	market_3
2022-02-05	7	1	null	null	1	null	null	null	type_3	market_3
2022-01-19	28	5	null	null	null	null	1	null	type_2	market_3
2022-02-15	22	1	null	null	null	2	null	2	type_2	market_3
2022-02-13	10	3	1	null	null	null	1	1	type_3	market_3
2022-03-15	25	3	4	2	null	null	3	3	type_3	market_3
2022-02-08	27	4	3	3	null	4	3	2	type_2	market_3
2022-01-31	3	null	null	null	null	null	null	null	type_4	market_3
2022-01-22	19	null	null	null	null	null	1	null	type_2	market_3
2022-03-11	16	4	3	2	7	2	1	1	type_3	market_3
2022-03-18	null	null	null	null	null	null	null	null	type_4	market_3
2022-02-18	9	2	null	1	1	null	2	1	type_3	market_3
2022-01-03	15	0	0	2	1	0	0	0	type_1	market_3
2022-01-10	1	null	null	null	null	null	null	null	type_4	market_3
2022-02-01	34	null	null	2	2	null	1	2	type_2	market_3
2022-01-12	11	3	2	1	1	null	null	null	type_3	market_3
2022-02-16	15	4	2	2	null	2	4	1	type_3	market_3
2022-03-14	13	4	3	4	2	null	null	2	type_3	market_3
2022-02-24	55	4	null	1	null	null	2	1	type_5	market_3
2022-02-15	null	null	null	1	null	null	null	null	type_4	market_3
2022-02-11	13	2	1	6	2	2	2	1	type_3	market_3
2022-01-18	14	null	null	null	null	null	null	null	type_3	market_3
2022-03-05	15	2	null	2	1	3	null	1	type_2	market_3
2022-01-21	null	null	null	null	null	null	null	null	type_4	market_3
2022-01-04	1	null	null	null	null	null	null	null	type_4	market_3
2022-03-27	5	5	null	1	1	1	1	null	type_3	market_3
2022-02-09	10	8	3	5	10	5	5	4	type_1	market_3
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2022-02-20	27	1	null	1	1	null	1	null	type_2	market_3
2022-02-02	28	null	2	1	1	1	null	1	type_2	market_3
2022-01-28	17	null	1	1	1	2	1	1	type_3	market_3
2022-03-11	null	null	1	1	null	null	null	null	type_4	market_3
2022-02-04	8	4	2	2	4	4	7	3	type_1	market_3
2022-02-10	15	5	4	10	4	4	4	5	type_1	market_3
2022-02-16	null	null	1	null	null	null	null	null	type_4	market_3
2022-03-28	null	null	null	null	null	null	null	null	type_4	market_3
2022-01-25	6	9	6	3	4	6	9	8	type_1	market_3
2022-01-20	5	0	0	0	0	0	0	0	type_1	market_3
2022-01-08	null	null	1	null	null	null	null	null	type_4	market_3
2022-03-13	4	0	0	0	0	0	0	0	type_1	market_3
2022-02-22	14	5	0	6	3	5	12	1	type_1	market_3
2022-03-14	5	0	1	0	0	0	0	1	type_1	market_3
2022-02-03	12	1	null	null	null	1	null	null	type_3	market_3
2022-01-01	1	null	null	null	null	null	null	null	type_4	market_3
2022-02-24	23	2	1	null	null	1	1	null	type_2	market_3
2022-03-20	5	null	1	1	null	null	null	null	type_3	market_3
2022-01-02	null	null	null	null	null	null	null	null	type_4	market_3
2022-01-11	3	2	1	2	0	1	0	0	type_1	market_3
2022-01-17	40	4	1	3	null	2	null	null	type_2	market_3
2022-03-03	46	null	1	null	2	3	1	null	type_2	market_3
2022-01-22	null	null	null	null	null	null	null	null	type_4	market_3
2022-02-26	63	7	7	2	null	3	5	5	type_5	market_3
2022-03-17	4	1	0	0	0	0	0	1	type_1	market_3
2022-01-29	112	10	6	4	null	1	2	1	type_5	market_3
2022-01-09	2	1	null	2	null	1	null	null	type_3	market_3
2022-02-17	285	138	12	null	2	7	3	3	type_5	market_3
2022-02-23	14	1	null	null	null	null	null	2	type_3	market_3
2022-01-18	null	null	null	null	null	null	null	null	type_4	market_3
2022-03-06	5	3	null	null	1	1	3	2	type_3	market_3
2022-01-31	87	13	1	null	3	1	null	2	type_5	market_3
2022-03-26	null	null	null	null	null	null	null	null	type_4	market_3
2022-01-05	131	25	3	1	null	3	3	2	type_5	market_3
2022-02-20	5	3	8	3	0	6	3	5	type_1	market_3
2022-03-03	168	25	11	11	27	4	4	1	type_5	market_3
2022-01-17	58	5	5	1	7	2	null	3	type_5	market_3
2022-01-16	7	1	null	null	null	null	null	null	type_3	market_3
2022-01-24	32	null	null	1	null	null	3	1	type_2	market_3
2022-01-02	14	null	null	2	null	null	null	null	type_2	market_3
2022-02-10	8	1	null	null	3	1	3	1	type_3	market_3
2022-02-13	189	60	24	10	5	5	7	1	type_5	market_3
2022-02-27	null	null	null	null	null	null	null	null	type_4	market_3
2022-02-04	12	3	2	1	null	1	null	null	type_3	market_3
2022-01-07	9	2	null	3	1	null	2	null	type_3	market_3
2022-01-14	11	0	0	0	0	0	0	0	type_1	market_3
2022-03-03	10	1	null	1	1	1	1	4	type_3	market_3
2022-03-22	19	null	1	null	null	1	1	null	type_2	market_3
2022-01-24	8	4	9	6	4	4	7	8	type_1	market_3
2022-02-04	104	7	4	8	7	4	4	5	type_5	market_3
2022-02-13	1	1	null	null	null	1	null	null	type_4	market_3
2022-01-11	24	2	null	null	1	1	null	1	type_2	market_3
2022-02-26	7	5	14	1	3	2	5	0	type_1	market_3
2022-01-28	3	null	null	null	null	null	null	null	type_4	market_3
2022-02-01	14	5	5	5	4	2	1	4	type_1	market_3
2022-02-06	39	4	2	2	1	1	3	2	type_5	market_3
2022-03-26	55	9	12	10	2	5	2	2	type_5	market_3
2022-02-24	3	null	null	null	null	null	null	null	type_4	market_3
2022-03-25	16	3	1	4	1	1	1	null	type_3	market_3
2022-03-18	3	0	0	0	1	0	0	0	type_1	market_3
2022-02-28	37	3	1	1	null	1	null	null	type_2	market_3
2022-02-18	27	1	1	3	2	null	2	null	type_2	market_3
2022-02-20	null	null	null	null	null	null	null	null	type_4	market_3
2022-03-21	12	1	null	1	1	1	null	null	type_3	market_3
2022-03-19	null	1	0	0	0	0	0	0	type_1	market_3
2022-01-01	7	null	null	1	null	null	null	null	type_2	market_3
2022-03-25	525	13	5	9	8	2	15	1	type_5	market_3
2022-03-24	1	null	null	null	null	null	null	null	type_4	market_3
2022-02-22	41	1	1	null	1	1	1	null	type_2	market_3
2022-02-23	8	0	6	3	5	12	1	3	type_1	market_3
2022-03-12	11	4	4	5	1	null	null	null	type_3	market_3
2022-01-24	12	1	1	2	2	1	1	2	type_3	market_3
2022-02-22	2	1	null	null	null	null	null	1	type_4	market_3
2022-03-16	11	2	0	0	0	0	0	0	type_1	market_3
2022-01-18	68	5	4	2	2	2	7	1	type_5	market_3
2022-03-29	null	1	null	null	null	null	null	null	type_4	market_3
2022-03-08	6	0	1	1	1	0	0	1	type_1	market_3
2022-01-23	43	4	3	2	null	2	4	null	type_5	market_3
2022-03-04	14	2	1	1	null	5	5	5	type_3	market_3
2022-01-28	474	12	4	13	11	6	3	6	type_5	market_3
2022-03-28	24	3	4	3	1	1	null	null	type_3	market_3
2022-03-26	10	1	3	1	2	2	1	2	type_3	market_3
2022-03-31	22	1	1	null	1	null	null	1	type_3	market_3
2022-01-15	2	0	0	0	0	0	1	0	type_1	market_3
2022-03-10	14	8	3	2	2	7	3	2	type_3	market_3
2022-01-10	12	1	4	4	1	1	1	null	type_3	market_3
2022-03-06	null	null	null	null	null	null	null	null	type_4	market_3
2022-02-19	81	6	8	7	6	2	1	1	type_5	market_3
2022-01-30	null	null	null	null	null	null	null	null	type_4	market_3
2022-03-15	141	29	12	10	4	7	5	5	type_5	market_3
2022-02-08	2	null	null	null	null	null	null	null	type_4	market_3
2022-01-31	9	3	1	1	1	null	1	1	type_3	market_3

Because all 3 datasets are cleaned and they have the relationship together. Teacher guides me to combine all 3 into one main table.

The series actions are: download three data set from the lesson -> I choose the R studio as the tool -> upload manually one by one to R studio -> following the guides from teacher -> write the queries to combine 3 datasets into one primary.

And the result is below. You can download to your local destination.

Third are 3 documents: Stakeholder’s Requirements, Project Requirements, Strategy Document

Teacher gives out the template of 3 documents. You can check below

Project Requirements

Strategy Document

My task is filling out all 3 documents based on my knowledge at that moment.

Here are my works after checking with teacher. ( Teacher uses the different color fronts)

mine

mine

At that moment, I am not able to draw the mock up plan.

Last is about the dashboard.

At that moment, I use the Tableau Public software to create the interactive dashboard. Thus, my dashboard version has some differences with the teacher’s dashboard.

My dashboard:

And here is the teacher’s:

After I finished the certificate, and see the teacher’s work, I decided to take time to do the iteration.

(because at the moment I write this portfolio, I have been doing 2 minimum-wage jobs. I need to time-manage. Each day I spend about 30 minutes or so for the iteration)

There are two things I do the iteration: the 3 documents and the dashboard.

From the teacher’s template 3 documents, my version iteration is:

and here is my dashboard after the iteration: