موسسات آموزشیIntermediateData Analysis

IPEDS dataset

Dataset آپلودشده با 1,534 رکورد و 145 ستون.

Data Analysis Intermediate

تعداد رکورد1,534

تعداد ستون145

Missing Values16,335

Duplicate0

Numeric118

Categorical27

درباره دیتاست

توضیحات

این دیتاست شامل اطلاعات دانشگاه‌ها و مؤسسات آموزش عالی آمریکا است و از سامانه IPEDS (Integrated Postsecondary Education Data System) تهیه شده است. داده‌ها شامل اطلاعاتی مانند مشخصات مؤسسات آموزشی، مقاطع تحصیلی ارائه‌شده، تعداد دانشجویان، کارکنان، شهریه و هزینه‌های تحصیل، درآمدها، دارایی‌ها و سایر شاخص‌های مرتبط با آموزش عالی است. این دیتاست می‌تواند برای تحلیل وضعیت دانشگاه‌ها، مقایسه مؤسسات آموزشی، خوشه‌بندی و ساخت مدل‌های یادگیری ماشین مورد استفاده قرار گیرد.

Target

متغیر هدف

Target با اطمینان از فایل قابل تشخیص نبود و به‌صورت قطعی ثبت نشده است.

Columns

ستون‌های دیتاست

145 ستون

#	نام ستون	Data Type	Missing	توضیح
1	`ID number`	Integer	0	—
2	`Name`	Text	0	—
3	`year`	Integer	0	—
4	`ZIP code`	Text	0	—
5	`Highest degree offered`	Text	0	—
6	`County name`	Text	0	—
7	`Longitude location of institution`	Number	0	—
8	`Latitude location of institution`	Number	0	—
9	`Religious affiliation`	Text	2	—
10	`Offers Less than one year certificate`	Text	2	—
11	`Offers One but less than two years certificate`	Text	2	—
12	`Offers Associate's degree`	Text	2	—
13	`Offers Two but less than 4 years certificate`	Text	2	—
14	`Offers Bachelor's degree`	Text	2	—
15	`Offers Postbaccalaureate certificate`	Text	2	—
16	`Offers Master's degree`	Text	2	—
17	`Offers Post-master's certificate`	Text	2	—
18	`Offers Doctor's degree - research/scholarship`	Text	2	—
19	`Offers Doctor's degree - professional practice`	Text	2	—
20	`Offers Doctor's degree - other`	Text	2	—
21	`Offers Other degree`	Text	2	—
22	`Applicants total`	Integer	157	—
23	`Admissions total`	Integer	157	—
24	`Enrolled total`	Integer	157	—
25	`Percent of freshmen submitting SAT scores`	Integer	277	—
26	`Percent of freshmen submitting ACT scores`	Integer	275	—
27	`SAT Critical Reading 25th percentile score`	Integer	365	—
28	`SAT Critical Reading 75th percentile score`	Integer	365	—
29	`SAT Math 25th percentile score`	Integer	352	—
30	`SAT Math 75th percentile score`	Integer	352	—
31	`SAT Writing 25th percentile score`	Integer	820	—
32	`SAT Writing 75th percentile score`	Integer	820	—
33	`ACT Composite 25th percentile score`	Integer	335	—
34	`ACT Composite 75th percentile score`	Integer	335	—
35	`Estimated enrollment, total`	Integer	2	—
36	`Estimated enrollment, full time`	Integer	3	—
37	`Estimated enrollment, part time`	Integer	11	—
38	`Estimated undergraduate enrollment, total`	Integer	8	—
39	`Estimated undergraduate enrollment, full time`	Integer	9	—
40	`Estimated undergraduate enrollment, part time`	Integer	20	—
41	`Estimated freshman undergraduate enrollment, total`	Integer	19	—
42	`Estimated freshman enrollment, full time`	Integer	19	—
43	`Estimated freshman enrollment, part time`	Integer	83	—
44	`Estimated graduate enrollment, total`	Integer	102	—
45	`Estimated graduate enrollment, full time`	Integer	112	—
46	`Estimated graduate enrollment, part time`	Integer	114	—
47	`Associate's degrees awarded`	Integer	2	—
48	`Bachelor's degrees awarded`	Integer	2	—
49	`Master's degrees awarded`	Integer	2	—
50	`Doctor's degrese - research/scholarship awarded`	Integer	2	—
51	`Doctor's degrees - professional practice awarded`	Integer	2	—
52	`Doctor's degrees - other awarded`	Integer	2	—
53	`Certificates of less than 1-year awarded`	Integer	2	—
54	`Certificates of 1 but less than 2-years awarded`	Integer	2	—
55	`Certificates of 2 but less than 4-years awarded`	Integer	2	—
56	`Postbaccalaureate certificates awarded`	Integer	2	—
57	`Post-master's certificates awarded`	Integer	2	—
58	`Number of students receiving an Associate's degree`	Integer	2	—
59	`Number of students receiving a Bachelor's degree`	Integer	2	—
60	`Number of students receiving a Master's degree`	Integer	2	—
61	`Number of students receiving a Doctor's degree`	Integer	2	—
62	`Number of students receiving a certificate of less than 1-year`	Integer	2	—
63	`Number of students receiving a certificate of 1 but less than 4-years`	Integer	2	—
64	`Number of students receiving a Postbaccalaureate or Post-master's certificate`	Integer	2	—
65	`Percent admitted - total`	Integer	158	—
66	`Admissions yield - total`	Integer	158	—
67	`Tuition and fees, 2010-11`	Integer	44	—
68	`Tuition and fees, 2011-12`	Integer	44	—
69	`Tuition and fees, 2012-13`	Integer	42	—
70	`Tuition and fees, 2013-14`	Integer	37	—
71	`Total price for in-state students living on campus 2013-14`	Integer	134	—
72	`Total price for out-of-state students living on campus 2013-14`	Integer	134	—
73	`State abbreviation`	Text	0	—
74	`FIPS state code`	Text	0	—
75	`Geographic region`	Text	0	—
76	`Sector of institution`	Text	0	—
77	`Level of institution`	Text	0	—
78	`Control of institution`	Text	0	—
79	`Historically Black College or University`	Text	0	—
80	`Tribal college`	Text	0	—
81	`Degree of urbanization (Urban-centric locale)`	Text	0	—
82	`Carnegie Classification 2010: Basic`	Text	0	—
83	`Total enrollment`	Integer	2	—
84	`Full-time enrollment`	Integer	2	—
85	`Part-time enrollment`	Integer	2	—
86	`Undergraduate enrollment`	Integer	2	—
87	`Graduate enrollment`	Integer	2	—
88	`Full-time undergraduate enrollment`	Integer	2	—
89	`Part-time undergraduate enrollment`	Integer	2	—
90	`Percent of total enrollment that are American Indian or Alaska Native`	Integer	2	—
91	`Percent of total enrollment that are Asian`	Integer	2	—
92	`Percent of total enrollment that are Black or African American`	Integer	2	—
93	`Percent of total enrollment that are Hispanic/Latino`	Integer	2	—
94	`Percent of total enrollment that are Native Hawaiian or Other Pacific Islander`	Integer	2	—
95	`Percent of total enrollment that are White`	Integer	2	—
96	`Percent of total enrollment that are two or more races`	Integer	2	—
97	`Percent of total enrollment that are Race/ethnicity unknown`	Integer	2	—
98	`Percent of total enrollment that are Nonresident Alien`	Integer	2	—
99	`Percent of total enrollment that are Asian/Native Hawaiian/Pacific Islander`	Integer	2	—
100	`Percent of total enrollment that are women`	Integer	2	—
101	`Percent of undergraduate enrollment that are American Indian or Alaska Native`	Integer	12	—
102	`Percent of undergraduate enrollment that are Asian`	Integer	12	—
103	`Percent of undergraduate enrollment that are Black or African American`	Integer	12	—
104	`Percent of undergraduate enrollment that are Hispanic/Latino`	Integer	12	—
105	`Percent of undergraduate enrollment that are Native Hawaiian or Other Pacific Islander`	Integer	12	—
106	`Percent of undergraduate enrollment that are White`	Integer	12	—
107	`Percent of undergraduate enrollment that are two or more races`	Integer	12	—
108	`Percent of undergraduate enrollment that are Race/ethnicity unknown`	Integer	12	—
109	`Percent of undergraduate enrollment that are Nonresident Alien`	Integer	12	—
110	`Percent of undergraduate enrollment that are Asian/Native Hawaiian/Pacific Islander`	Integer	12	—
111	`Percent of undergraduate enrollment that are women`	Integer	12	—
112	`Percent of graduate enrollment that are American Indian or Alaska Native`	Integer	265	—
113	`Percent of graduate enrollment that are Asian`	Integer	265	—
114	`Percent of graduate enrollment that are Black or African American`	Integer	265	—
115	`Percent of graduate enrollment that are Hispanic/Latino`	Integer	265	—
116	`Percent of graduate enrollment that are Native Hawaiian or Other Pacific Islander`	Integer	265	—
117	`Percent of graduate enrollment that are White`	Integer	265	—
118	`Percent of graduate enrollment that are two or more races`	Integer	265	—
119	`Percent of graduate enrollment that are Race/ethnicity unknown`	Integer	265	—
120	`Percent of graduate enrollment that are Nonresident Alien`	Integer	265	—
121	`Percent of graduate enrollment that are Asian/Native Hawaiian/Pacific Islander`	Integer	265	—
122	`Percent of graduate enrollment that are women`	Integer	265	—
123	`Number of first-time undergraduates - in-state`	Integer	623	—
124	`Percent of first-time undergraduates - in-state`	Integer	623	—
125	`Number of first-time undergraduates - out-of-state`	Integer	623	—
126	`Percent of first-time undergraduates - out-of-state`	Integer	623	—
127	`Number of first-time undergraduates - foreign countries`	Integer	623	—
128	`Percent of first-time undergraduates - foreign countries`	Integer	623	—
129	`Number of first-time undergraduates - residence unknown`	Integer	623	—
130	`Percent of first-time undergraduates - residence unknown`	Integer	623	—
131	`Graduation rate - Bachelor degree within 4 years, total`	Integer	58	—
132	`Graduation rate - Bachelor degree within 5 years, total`	Integer	58	—
133	`Graduation rate - Bachelor degree within 6 years, total`	Integer	58	—
134	`Percent of freshmen receiving any financial aid`	Integer	42	—
135	`Percent of freshmen receiving federal, state, local or institutional grant aid`	Integer	42	—
136	`Percent of freshmen receiving federal grant aid`	Integer	42	—
137	`Percent of freshmen receiving Pell grants`	Integer	42	—
138	`Percent of freshmen receiving other federal grant aid`	Integer	42	—
139	`Percent of freshmen receiving state/local grant aid`	Integer	42	—
140	`Percent of freshmen receiving institutional grant aid`	Integer	42	—
141	`Percent of freshmen receiving student loan aid`	Integer	42	—
142	`Percent of freshmen receiving federal student loans`	Integer	42	—
143	`Percent of freshmen receiving other loan aid`	Integer	42	—
144	`Endowment assets (year end) per FTE enrollment (GASB)`	Integer	1,018	—
145	`Endowment assets (year end) per FTE enrollment (FASB)`	Integer	574	—

Preview

پیش‌نمایش دیتاست

۵ ردیف اول

برای حفظ سرعت، فقط چند ردیف و حداکثر ۱۲ ستون نمایش داده می‌شود؛ کل فایل در مرورگر بارگذاری نمی‌شود.

`ID number`	`Name`	`year`	`ZIP code`	`Highest degree offered`	`County name`	`Longitude location of institution`	`Latitude location of institution`	`Religious affiliation`	`Offers Less than one year certificate`	`Offers One but less than two years certificate`	`Offers Associate's degree`
100654	Alabama A & M University	2013	35762	Doctor's degree - research/scholarship	Madison County	-86.568501999999995	34.783368000000003	Not applicable	Implied no	Implied no	Implied no
100663	University of Alabama at Birmingham	2013	35294-0110	Doctor's degree - research/scholarship and professional practice	Jefferson County	-86.809169999999995	33.502229999999997	Not applicable	Implied no	Yes	Implied no
100690	Amridge University	2013	36117-3553	Doctor's degree - research/scholarship and professional practice	Montgomery County	-86.174009999999996	32.362608999999999	Churches of Christ	Implied no	Implied no	Yes
100706	University of Alabama in Huntsville	2013	35899	Doctor's degree - research/scholarship and professional practice	Madison County	-86.638419999999996	34.722817999999997	Not applicable	Yes	Implied no	Implied no
100724	Alabama State University	2013	36104-0271	Doctor's degree - research/scholarship and professional practice	Montgomery County	-86.295676999999998	32.364317	Not applicable	Implied no	Implied no	Implied no

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IPEDS_data.xlsx1.18 MB · XLSX · بسته اصلی

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