Please utilize this dataset to generate descriptive statistics using R Studio in any way you find suitable. Additionally, consider employing data mining techniques such as logistic regression, multiple linear regression, or simple linear regression.

The dataset pertains to Pennsylvania bridge information. Consequently, we aim to visualize a map displaying bridges older than 80 years and their corresponding districts on the state map.

Utilizing variables like age, condition, rating, inspection, and others, predict the risk of pavement over the next 10 years. Alternatively, analyze the data using maps, visuals, and data mining techniques of your choice, then provide a summary of your approach.

X	Y	age	Category	lengh	Condition	Rail Traffic	Category	lengh	Condition	Inspec Freq	Daily Traffic	Facility	State	House Districts	County Municipality Code	Covered Bridge	City Code	Highway	Lanes	Length	Service Level	MAINSPANS	Material Main	ON_UNDER	Place Code	Safey Level	Bridge Erosion	SENATE_DISTRICTS	SKEW	ST_RT_NO	STATE_LOCAL	SUB_AGENCY	Sufficient Rating	Toll Facility	Traffic Direc	Transit Rating	Truck %
-76.548695	41.200905	88	L	27	F	2	L	27	F	24	50	T-720	pa	102	41216	0	41	5	2	27	1	1	3	1	38448	D	4	23	60	7216	L	216	48.5	3	2	2
-76.617095	40.376405	84	L	37	P	4	L	37	P	24	50	T-589 SHERKSCHURCH	pa	84	38203	0	38	5	2	37	0	1	3	1	21224	D	7	48	90	7203	L	38	78.09999847	3	2	8	5
-79.111195	41.929605	69	L	26	P	2	L	26	P	24	100	T-568,EGYPT HOLLOW	pa	71	61215	0	61	5	2	26	1	1	3	1	60480	B	3	21	37	7215	L	215	84.90000153	3	2	2
-76.466595	41.374605	82	L	41	F	2	L	41	F	24	108	T-328	pa	176	56208	0	56	5	1	41	1	1	3	1	41520	D	7	23	90	7208	L	208	27.10000038	3	3	2	0
-76.476295	39.802005	70	L	58	F	2	L	58	F	24	44	MUDDY CREEK RD.	pa	63	66209	0	66	5	1	58	1	2	5	1	25408	D	4	28	90	7209	L	66	44.5	3	3	2	2
-78.824095	40.228405	124	L	26	F	2	L	26	F	24	300	24TH STREET	pa	51	55422	0	55	5	2	26	1	1	3	1	85632	D	4	32	80	7422	L	422	47.90000153	3	2	3	1
-78.677295	40.897205	104	L	132	F	2	L	132	F	24	40	C. C. ROAD (T-418)	pa	85	17217	0	17	5	1	132	0	1	3	1	31376	D	4	35	90	7217	L	17	65.19999695	3	3	3	0
-76.653295	40.989105	109	L	40	P	2	L	40	P	24	25	T-362 CTY # 18	pa	73	47208	0	47	5	2	40	0	1	1	1	79552	D	7	27	90	7208	L	47	67.19999695	3	3	2	0
-75.432295	40.933005	39	L	67	P	2	L	67	P	24	75	TREIBLE RD.	pa	17	45202	0	45	5	2	67	1	2	5	1	13328	D	4	40	90	7202	L	202	82.09999847	3	2	8
-78.385695	40.171205	99	L	46	F	2	L	46	F	24	42	T-705,PINE HILL RD	pa	46	5221	0	5	5	2	46	1	2	3	1	72656	D	7	32	60	7221	L	221	61.20000076	3	2	2
-76.294695	40.376905	94	L	34	G	4	L	34	G	24	500	EAST MAIN ST T-500	pa	95	38205	0	38	5	2	34	1	1	1	1	37392	B	3	48	90	7205	L	38	83.90000153	3	2	4	3
-79.298295	40.723505	94	L	50	F	4	L	50	F	24	400	T-689 PETERMAN HIL	pa	15	3219	0	3	5	1	50	1	1	5	1	61576	D	4	41	90	7219	L	3	68.5	3	3	8	9
-80.380495	40.961405	92	L	369	P	2	L	369	P	24	50	OLD ROUTE 18 RT	pa	51	37301	0	37	5	2	369	1	1	3	1	54768	B	3	50	52	7206	L	206	38	3	2	2	10
-79.222195	40.025805	124	L	46	P	3	L	46	P	24	50	T-364 JIMTOWN ROAD	pa	86	55209	0	55	5	1	46	1	1	3	1	37920	D	4	32	90	7209	L	55	23	3	3	8
-75.480795	40.332605	121	L	172	F	2	L	172	F	24	600	SNYDER ROAD	pa	30	46210	0	46	4	1	172	0	1	3	1	79040	D	4	24	90	7046	L	46	19.39999962	3	1	3	0
-79.829595	39.800305	58	L	27	P	3	L	27	P	24	28	T-373	pa	79	26213	0	26	5	1	27	1	1	3	1	54392	D	4	32	90	7213	L	26	61.09999847	3	3	8	1
-77.298595	40.639705	84	L	28	F	2	L	28	F	24	300	T-531 ROCKLAND RD	pa	8	34203	0	34	5	2	28	8	1	3	1	25440	D	4	30	90	7203	L	203	70.09999847	3	2	2	5
-78.4457	40.888	119	L	42	F	2	L	42	F	24	0	KELLYTOWN ROAD	pa	145	17222	0	17	5	1	42	0	2	3	1	40296	A	2	35	84	7222	L	222	24	3	3	2	0
-75.465795	40.213005	84	L	24	F	3	L	24	F	24	1300	TRAPPE ROAD	pa	60	46213	0	46	5	2	24	0	1	1	1	59392	D	7	24	86	7213	L	213	78.69999695	3	2	3	11
-78.015495	40.023805	84	L	26	F	3	L	26	F	24	51	T422,CHERRY LANE R	pa	109	29205	0	29	5	2	26	1	1	3	1	20112	D	7	30	78	7205	L	205	83	3	2	3
-80.053095	41.419705	116	L	24	P	2	L	24	P	24	43	Crouser School Rd	pa	17	43215	0	43	5	1	24	1	1	3	1	49576	B	3	50	90	7215	L	43	61.90000153	3	3	2	4
-75.937295	39.814105	69	L	28	F	2	L	28	F	24	280	HALL ROAD	pa	96	15224	0	15	5	2	28	0	1	3	1	45040	D	4	19	90	7224	L	224	60.90000153	3	2	8	3
-76.360595	41.152005	65	L	43	P	2	L	43	P	24	100	CTY BR#133	pa	78	19409	0	19	5	2	43	0	1	5	1	74184	D	7	27	90	7409	L	19	41.59999847	3	2	2	1