The Expense sheet in the accompanying data file contains the responses of 500 randomly selected residents of our city to a survey that asked about their annual household expenditures on food and travel. The survey also asked about home ownership and car ownership of the households. Use this data to answer the following questions. Do not impute or remove rows with missing values.

a) Report the count of missing values and no-missing values of each variable in the data set.

b) Create separate histograms for food and travel expenses. Determine whether each variable is left skewed or right-skewed. Explain your reasoning.

c) Make a scatterplot to visualize the relationship between food and travel expenditure for all households. Comment on the degree of linearity between the two variables.

d) Would it be reasonable to report (without scatterplot) the correlation between the amount spent on food and travel?

EXPENSE SHEET:

ID	OwnHome	OwnCar	Food	Travel
1	Yes	Yes	5472.43	827.4
2	No	Yes	9130.73	863.55
3	No	Yes	4450.67	1180.05
4	No	Yes	5020.72	755.7
5	No	Yes	3408.11	851.4
6	No	No	2850.33	1751.7
7	No	No	3680.6	4557.3
8	No	Yes	2863.2	3294.45
9	No	No	6754.48	3420
10	No	No	2902.44	4526.85
11	No	No	4317.49	2938.65
12	No	Yes	4729.11	851.85
13	No	Yes	1843.52	1740
14	No	Yes	3442.98	1219.8
15	No	No	6317.55	3514.65
16	No	Yes	3391.87	2370
17	Yes	No	2494.45	2488.5
18	No	No	6798.94	2151.6
19	No	No	4347.48	2002.5
20	No	No	2487.89	1715.25
21	No	No	5736.34	3150
22	No	No	3046.45	2623.05
23	No	Yes	4935.72	1151.85
24	Yes	No	6134.26	1585.95
25	No	Yes	6167	824.4
26	No	No	6275.61	3924.45
27	No	Yes	2711.42	2784.75
28	No	Yes	3059.78	1114.2
29	Yes	No	3305.7	1723.95
30	Yes	Yes	2260.17	1905.9
31	Yes	No	7032.27	1576.5
32	Yes	Yes	4070.45	2386.8
33	No	Yes	3296.05	1135.65
34	Yes	No	2386.85	1859.55
35	No	Yes	2621.01	1992.75
36	Yes	Yes	1853.53	1825.05
37	No	No	5898.74	2548.5
38	No	No	2850.33	1751.7
39	No	No	3316.9	2395.65
40	No	No	2995.1	3130.65
41	No	No	2295.23	4197.45
42	No	No	3543.34	2934.6
43	No	No	2850.33	1751.7
44	No	No	6102.03	3075
45	Yes	No	2985.42	1573.05
46	No	No	4289.78	4432.35
47	Yes	No	5307.27	2456.7
48	No	No	1710.9	2961.3
49	Yes	Yes	3757.25	1204.65
50	Yes	No	3840.28	2751.45
51	No	No	3585.86	2251.95
52	Yes	No	2447.14	2656.35
53	No	No	2019.98	4338.75
54	No	Yes	6269.39	1006.5
55	No	Yes	4417.16	2044.05
56	No	No	6722.01	1742.7
57	No	Yes	6362.24	855.75
58	No	Yes	5293.05	896.55
59	No	No	3863.5	3889.8
60	No	No	4593.38	2434.2
61	Yes	No	3951.55	1952.25
62	No	Yes	2621.01	1992.75
63	Yes	No	2216.7	1944.45
64	Yes	No	3651.91	3021.45
65	No	No	5450.85	1525.2
66	No	Yes	6583.72	4562.7
67	No	Yes	4386.55	1179.3
68	No	Yes	2517.74	4897.05
69	No	No	4215.01	1403.25
70	No	No	4146.13	3613.2
71	No	No	6269.75	1810.5
72	No	No	4124.55	3290.7
73	No	No	3863.5	3889.8
74	No	Yes	3405.75	1282.8
75	No	No	2892.9	4096.8
76	No	No	9129.66	2653.2
77	Yes	Yes	5550.56	1028.85
78	No	No	1892.37	2361.75
79	No	No	2295.23	4197.45
80	Yes	No	2263.81	2541.15
81	No	Yes	7746.63	2493.75
82	No	No	1940.17	3131.85
83	Yes	Yes	2044.21	1856.1
84	No	No	2225.74	3233.55
85	Yes	No	6166.33	1839.3
86	No	Yes	5193.61	988.65
87	Yes	Yes	4548.61	1088.7
88	No	No	2548.46	4534.95
89	Yes	No	5566.43	1944.3
90	No	No	4593.38	2434.2
91	Yes	No	4516.9	1622.25
92	Yes	No	6172.24	1844.85
93	No	No	3910.81	2708.4
94	Yes	No	2263.81	2541.15
95	No	Yes	4417.16	2044.05
96	No	No	2019.98	4338.75
97	No	No	7046.11	1851.6
98	No	No	5180.13	1646.7
99	No	No	3266.44	1641.6
100	Yes	Yes	2082.23	1564.95
101	No	No	8369.88	3089.4
102	No	No	4947.28	3132.9
103	Yes	Yes	5201.34	1601.55
104	No	Yes	3905.34	1524.6
105	No	No	5124.22	1219.2
106	No	No	4275.35	3001.35
107	Yes	No	3787.29	2058.75
108	No	No	3543.34	2934.6
109	No	Yes	8795.73	846.45
110	No	No	4040.09	2014.5
111	No	No	3474.23	2320.95
112	No	No	6798.94	2151.6
113	No	No	6769.31	2826.9
114	Yes	No	5149.7	1447.95
115	No	No	4358.51	4215.9
116	No	No	4641.26	4458
117	No	No	6102.03	3075
118	No	No	2313.6	4487.55
119	Yes	No	3760.1	1342.05
120	No	No	3789.64	2153.85
121	No	No	6397.4	1326.9
122	Yes		3285.29	1763.85
123	No	Yes	4191.24	1495.5
124	No	No	3654.11	4412.7
125	Yes	No	3465.14	864.3
126	No	No	6102.03	3075
127	No	No	3046.45	2623.05
128	No	Yes	4722.17	1617.9
129		Yes	2238.08	1934.55
130	No	Yes	3100.41	2224.2
131	No	No	4487.07	3594.9
132	Yes	No	2216.7	1944.45
133	No	No	3316.9	2395.65
134	No	No	2487.89	1715.25
135	No	No	5560.73	2184.15
136	No	No	4840.48	2712.75
137	Yes	Yes	2424.61	1385.25
138	No	No	8714.03	3760.95
139	Yes	No	5963.75	1313.85
140	No	No	9350.13	3237.45
141	No	Yes	3932.29	3434.85
142	Yes	No	3840.28	2751.45
143	No		4809.1	4055.4
144	No	No	3413.42	3506.7
145	No	Yes	2617	1721.4
146	No	No	3447.63	4308.45
147	No	No	4840.48	2712.75
148	Yes	No	3333.11	3328.35
149	No	Yes	2863.2	3294.45
150	Yes	No	2040.42	2182.95
151	No	Yes	5751.82	958.8
152	No	No	2905.97	4102.95
153	Yes	No	2216.7	1944.45
154	No	Yes	5391.08	807
155	No	Yes	3098.74	735.3
156	No	Yes	5101.83	880.2
157	No	No	4593.38	2434.2
158	No	No	5011.88	3065.25
159	No	No	3647.27	3225.15
160	No	Yes	3042.25	1154.4
161	Yes	Yes	5706.76	1591.65
162	No	No	7046.98	3607.2
163	Yes	No	5565.54	3010.35
164	No	Yes	3702.18	939.45
165	Yes	No	5121.24	2217
166		No	3123.35	1769.55
167	Yes	No	3536.16	2148
168	No	No	4523.31	3512.25
169	No	Yes	4601.96	974.55
170	No	No	1940.17	3131.85
171	No	No	2617.87	3359.85
172	No	No	7617.69	3458.4
173	Yes	No	3362.86	5616
174	Yes	No	5313.07	2083.2
175	No	Yes	4662.44	2589.45
176	Yes	No	2422.98	1858.35
177	No	Yes	5266.72	859.95
178	Yes	Yes	2844.24	1173.6
179	No	No	9185.28	3116.4
180	No	No	6140.91	4671.9
181	No	No	6334.03	2500.05
182	No	Yes	3059.78	1114.2
183	No	No	4597.29	2634.9
184	No	No	3911.17	2353.95
185	No	No	4840.48	2712.75
186	No	Yes	4992.63	1016.7
187	No	No	2617.87	3359.85
188	No	No	3316.9	2395.65
189	Yes	No	3787.29	2058.75
190	No	No	4947.28	3132.9
191	No	No	4146.13	3613.2
192	Yes	No	6865.77	5217.3
193	No	Yes	5198.85	987
194	No	No	5472.07	3775.95
195	Yes	No	1706.89	2507.4
196	No	No	3647.27	3225.15
197	No	No	3105.31	1056.15
198	Yes	Yes	3362.86	5616
199	No	No	5560.73	2184.15
200	No	No	4384.63	1570.8
201	Yes	Yes	5619.02	796.05
202	No	Yes	3042.25	1154.4
203	Yes	No	3042.09	1873.8
204	No	No	3428.64	1910.7
205	No	Yes	3702.18	939.45
206	No	No	5465.98	3383.4
207	No	No	5560.73	2184.15
208	Yes	No	2682.54	1816.35
209	No	Yes	3725.96	1282.2
210	Yes	Yes	3690.13	1694.85
211	No	No	7138.34	2729.85
212	No	No	3447.63	4308.45
213	Yes	No	3375.37	1581.75
214	No	Yes	5222.3	1266.9
215	Yes	No	6037.84	3069.3
216	No	No	8117.12	3875.55
217	No	Yes	6337.2
218	No	No	2487.89	1715.25
219		No	2225.74	3233.55
220	No	No	5570.8	3794.55
221	No	No	3863.5	3889.8
222	No	No	3264.94	4398.15
223	No	No	5921.73	3741.75
224	No	No	3329.81	4107.45
225	Yes	Yes	5265.15	904.2
226	No	Yes	2000.67	2362.5
227	No	No	5155.47	6030.3
228	No	No	2487.89	1715.25
229	No	No	5317.36	2172.9
230	No	No	3316.9	2395.65
231	No	No	1550.16	2688.45
232	No	No	3127.59	4376.7
233	No	No	8714.03	3760.95
234	No	No	2548.46	4534.95
235	No	Yes	5034.18	852
236	No	No	5006.45	3278.1
237	No	No	9935.07	2011.35
238	No	Yes	5117.49	1152.15
239	No	No	3910.81	2708.4
240	No	No	6131.6	2097.15
241	No	Yes	2800.91	1036.5
242	Yes	No	5566.43	1944.3
243	No	No	3428.64	1910.7
244	Yes	No	2828.16	1847.7
245	Yes	No	5335.32	1714.2
246	No	Yes	7262.65	3006.15
247	No	No	5898.74	2548.5
248	No	No	4636	2997
249	No	Yes	5552.01	769.5
250	No	No	2587.58	1044
251	No	Yes	3262.15	1925.4
252	No	No	6275.61	3924.45
253	No	No	4439.86	3047.55
254	Yes	No	2012.46	3580.95
255	Yes	No	4112.44	2154.3
256	No		7251.37	2534.4
257	No	Yes	6172.95	2874.45
258	No	No	3977.23	3463.05
259	No	No	7968.63	3526.5
260	No	No	9978.49	1256.1
261	No	No	2517.74	4897.05
262	No	No	3300.08	3479.55
263	Yes	No	4014.79	1888.5
264	No	No	2626.9	1758.45
265	No	Yes	5583.02	4723.2
266	No	No	5898.74	2548.5
267	Yes	Yes	2781.55	1052.4
268	Yes	No	2263.81	2541.15
269	No	No	2967.59	3702.75
270	No	No	4579.82	2905.05
271	Yes	No	6172.12	2575.05
272	No	No	6143.2	4175.85
273	Yes	No	2386.85	1859.55
274	No	No	8369.88	3089.4
275	No	No	3362.86	5616
276	No	Yes	5255.24	1036.8
277	Yes	Yes	7641.73	1086.45
278	Yes	No	3198.81	2379.45
279	No	No	3748.6	3225.9
280	No	Yes	4471.62	1187.55
281	Yes	No	4074.1	3925.05
282	No	No	3977.23	3463.05
283	No	No	4128.6	3107.55
284	No	No	5560.73	2184.15
285	No	No	7664.03	1188.45
286	No	No	4935.18	4467.45
287	No	No	5898.74	2548.5
288	No	No	4542.83	2101.05
289	No	No	9649.01	2078.4
290	No	No	5792.28	2610.9
291	No	Yes	3923.94	775.95
292	No	No	5840.94	5033.25
293	Yes	Yes	5182.37	815.7
294	Yes	Yes	4843.94	2250.6
295	No	No	4491.65	1277.85
296	Yes	No	3819.52	2303.7
297	No	No	4312.95	1598.4
298	No	No	4523.31	3512.25
299	Yes	No	4191.14	2290.05
300	No	No	4809.1	4055.4
301	No	No	2806.92	1812.6
302	No	No	6583.72	4562.7
303	No	Yes	3106.38	2715.3
304	No	Yes	2963.01	1650
305	No	Yes	2668.2	1126.05
306	No	Yes	2297.85	2281.5
307	No	No	2946.23	2464.5
308	No	Yes	2572.42	2093.4
309	No	Yes	5291.99	961.65
310	Yes	Yes	3935.01	861
311	Yes	No	2982.62	1872.3
312	No	Yes	3262.15	1925.4
313	Yes	Yes	10000	717.75
314	No	Yes	4730.96	987.6
315	No	Yes	4116.08	2874.9
316	No	Yes	3570.78	1105.35
317	No	No	2487.89	1715.25
318	No	No	4148.56	3902.4
319	No	No	5110.54	1377.45
320	Yes	Yes	2482.76	2309.25
321	Yes	No	2638.87	3926.1
322	No	No	3152	2169
323	No	No	4641.26	4458
324	Yes	No	5791.78	1284.3
325	No	Yes	5918.84	751.5
326	Yes	Yes	4860.36	1086.3
327	No	Yes	2605.05	3030
328	No	No	6460.84	3852.9
329	No	No	4157.61	2337.15
330	No	Yes	5089.75	996.9
331	No	No	3474.23	2320.95
332	No	Yes	4959.21	1505.4
333	Yes	No	5433.17	1915.05
334	No	No	2548.46	4534.95
335	No	No	6589.49	1947
336	No	No	6334.03	2500.05
337	No	No	2626.9	1758.45
338	No	No	7702.88	3882.75
339	No	Yes	2659.94	2499.9
340	Yes	No	5433.17	1915.05
341	Yes	No	2796.6	2195.4
342	Yes	No	2883.65	1711.95
343	No	No	4351.31	1169.7
344	No	No	6205.97	3667.5
345	Yes	No	2386.85	1859.55
346	No	No	2421.04	2321.1
347	No	No	6166.1	3691.5
348	Yes	No	3784.94	3082.65
349	No	No	9174.83	2794.2
350	No	Yes	9819.56	787.95
351	No	No	4033.32	3679.2
352	No	No	1888.3	4372.65
353	No	No	7520.09	1748.55
354	No	No	2617.87	3359.85
355	No	No	2946.23	2464.5
356	Yes	No	4580.05	1994.1
357	No	Yes	5588.72	1512
358	No	No	2587.89	1784.25
359	No	No	5976.02	4080.9
360	No	No	2712.37	1599
361	Yes	No	2828.16	1847.7
362	No	No	5505.79	1653.75
363	Yes	No	3247.31	2050.2
364	Yes	No	4633.51	1878.75
365	No	No	5430.52	3140.25
366	Yes	No	7577.56	1991.55
367	No	Yes	5130.29	955.35
368	No	Yes	3363.8	1161.9
369	No	No	2587.89	1784.25
370	No	No	4037.09	1674.9
371	No	No	2487.89	1715.25
372	Yes	No	3503.11	1798.5
373	Yes	Yes	9062.95	870.45
374	Yes	Yes	2044.21	1856.1
375	No	Yes	5328.85	945.9
376	Yes	Yes	5454.19	637.05
377	No	No	8714.03	3760.95
378	No	Yes	2668.2	1126.05
379	Yes	Yes	2482.76	2309.25
380	Yes	No	4568.58	2113.5
381	Yes	No	3472.17	2902.5
382	Yes	No	4133.35	2377.5
383	No	No	2892.9	4096.8
384	No	No	6372.59	2142.45
385	No	No	6438.27	5242.95
386	No	No	5605.06	4805.55
387	No	No	4409.42	4194.15
388	No	No	4988.83	1059.3
389	No	Yes	2710.38	1724.25
390	Yes	Yes	3699.42	2122.2
391	Yes	Yes	2553.17	1599.75
392	No	No	2421.04	2321.1
393	No	Yes	8437.67	2543.7
394	Yes	No	4581.03	1391.7
395	No	No	7046.98	3607.2
396	No	Yes	5826.14	979.65
397	Yes	Yes	2366.36	1772.55
398	No	Yes	5281.56	956.4
399	No	Yes	3627.46	1702.5
400	Yes	No	4567.2	3117.45
401	No	Yes	4343.85	1916.7
402	Yes	No	3081.34	1887
403	No	No	3152	2169
404	No	Yes	2909.15	1951.35
405	No	No	4358.51	4215.9
406	No	No	3585.86	2251.95
407	No	Yes	5497.26	5249.55
408	No	No	6825.49	2548.8
409	No	Yes	7231.62	910.95
410	No	Yes	2297.85	2281.5
411	Yes	Yes	8072.26	853.65
412	No	Yes	4787.55	1262.25
413	No	No	2421.04	2321.1
414	Yes	No	2040.42	2182.95
415	No	No	6108.57	2851.35
416	No	Yes	3153.68	1379.55
417	Yes	Yes	2173.45	1317
418	No	No	2517.74	4897.05
419	No	No	7516.35	4875.3
420	No	Yes	5135.88	1174.5
421	No	No	4040.09	2014.5
422	No	No	3146.68	2310.9
423	Yes	Yes	9592.99	793.8
424	No	Yes	6039.76	1461.9
425	Yes	No	4891.84	1310.25
426	Yes	Yes	2275.24	2437.95
427	No	No	5137.41	2637.15
428	Yes	No	2422.98	1858.35
429	No	Yes	4745.3	3615.6
430	No	No	5068.53	4374.9
431	No	Yes	5502.33	1007.55
432	Yes	Yes	1771.85	1820.25
433	Yes	No	2828.16	1847.7
434	Yes	Yes	6906.75	797.1
435	No	No	3266.44	1641.6
436	No	No	3289.86	1514.25
437	Yes	Yes	2522.01	833.55
438	Yes	Yes	5553.16	1300.65
439	No	Yes	5569.75	1849.05
440	No	No	4468.8	3497.4
441	No	Yes	5201.65	949.5
442	No	Yes	4876.68	1448.7
443	Yes	Yes	5296.51	673.35
444	Yes	Yes	2318.28	1037.85
445	No	Yes	5218.38	1049.25
446	No	No	6108.57	2851.35
447	No	No	5792.28	2610.9
448	No	No	4103.1	3070.2
449	No	No	3647.27	3225.15
450	No	No	2313.6	4487.55
451	No	Yes	4109.87	1020.9
452	Yes	No	4681.68	1700.85
453	No	Yes	5230.32	1016.55
454	No	No	8117.12	3875.55
455	Yes	No	4580.05	1994.1
456	No	No	3911.17	2353.95
457	No	Yes	2657.35	1282.05
458	No	Yes	2711.42	2784.75
459	No	No	2024.97	1747.8
460	No	No	4317.66	4041.45
461	No	No	4579.82	2905.05
462	No	Yes	3942.83	2929.2
463	No	No	4478.87	2956.5
464	No	Yes	5149.03	992.1
465	Yes	Yes	3552.11	746.55
466	Yes	Yes	3076.53	1491.45
467	No	No	6317.55	3514.65
468	No	No	9249.13	4298.1
469	No	Yes	4956.27	950.85
470	No	No	4624.9	1709.85
471	No	Yes	4109.87	1020.9
472	No	No	3543.34	2934.6
473	No	Yes	3467.7	1576.95
474	No	No	4248.47	1876.35
475	No	No	4213.71	3847.2
476	Yes	No	4956.58	1737.6
477	No	No	4221.56	2738.4
478	No	No	6143.2	4175.85
479	No	No	2806.92	1812.6
480	No	Yes	3503.22	2058
481	No	No	2626.9	1758.45
482	No	No	4202.66	3163.5
483	No	No	2712.37	1599
484	Yes	No	7105.01	1797.6
485	Yes	No	3081.34	1887
486	No	No	4409.42	4194.15
487	Yes	No	4628.94	3876.45
488	No	Yes	4356.12	1980.75
489	No	No	5559.43	5515.8
490	No	No	4148.56	3902.4
491	No	No	3654.11	4412.7
492	No	No	2995.1	3130.65
493	Yes	No	3947.24	2533.8
494	No	Yes	1572.93	3003
495	No	No	4711.47	3447.6
496	Yes	No	3787.29	2058.75
497	No	No	6460.84	3852.9
498	No	No	3585.86	2251.95
499	Yes	No	1833.95	2000.25
500	No	No	6205.97	3667.5