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leaid
large_string
censusid
int64
year
int64
fips
int64
enrollment_fall_responsible
int64
enrollment_fall_school
int64
rev_total
float64
rev_fed_total
float64
rev_fed_state_title_i
int64
rev_fed_state_idea
int64
rev_fed_state_vocational
int64
rev_fed_state_eff_instruction
int64
rev_fed_state_supp_ed
int64
rev_fed_state_supp_21st_LC
int64
rev_fed_state_rural_lowinc_sch
int64
rev_fed_state_bilingual_ed
int64
rev_fed_state_other
int64
rev_fed_child_nutrition_act
int64
rev_fed_nonspec
int64
rev_fed_direct_impact_aid
int64
rev_fed_direct_indian_ed
int64
rev_fed_direct_rural_achievement
int64
rev_fed_direct_other
int64
rev_state_total
float64
rev_state_gen_formula_assist
float64
rev_state_staff_improve
int64
rev_state_special_ed
int64
rev_state_compens_basic_ed
int64
rev_state_bilingual_ed
int64
rev_state_gifted_talented
int64
rev_state_vocational_ed
int64
rev_state_sch_lunch
int64
rev_state_outlay_capital_debt
int64
rev_state_transportation
int64
rev_state_oth_prog
float64
rev_state_nonspec
int64
rev_state_employee_benefits
int64
rev_state_not_employee_benefits
int64
rev_local_total
float64
rev_local_parent_govt
float64
rev_local_prop_tax
float64
rev_local_sales_tax
int64
rev_local_utility_tax
int64
rev_local_income_tax
int64
rev_local_other_tax
int64
rev_local_other_sch_systems
int64
rev_local_cities_counties
int64
rev_local_tuition_fees
int64
rev_local_transportation_fees
int64
rev_local_sch_lunch
int64
rev_local_textbook_sales_rents
int64
rev_local_dist_activ_receipts
int64
rev_local_student_fees_nonspec
int64
rev_local_oth_sales_serv
int64
rev_local_rents_royalties
int64
rev_local_property_sale
int64
rev_local_interest_earnings
int64
rev_local_fines_forfeits
int64
rev_local_private_contrib
int64
rev_local_misc
int64
rev_nces
int64
exp_total
float64
exp_current_elsec_total
float64
exp_current_instruction_total
float64
exp_instruction
int64
payments_private_schools
int64
payments_charter_schools
int64
exp_current_supp_serve_total
float64
exp_current_pupils
int64
exp_current_instruc_staff
int64
exp_current_general_admin
int64
exp_current_sch_admin
int64
exp_current_operation_plant
int64
exp_current_student_transport
int64
exp_current_bco
int64
exp_current_supp_serv_nonspec
int64
exp_current_other
int64
exp_current_food_serv
int64
exp_current_enterprise
int64
exp_current_other_elsec
int64
exp_nonelsec
int64
exp_nonelsec_community_serv
int64
exp_nonelsec_adult_education
int64
exp_nonelsec_other
int64
outlay_capital_total
float64
outlay_capital_construction
float64
outlay_capital_land_structures
int64
outlay_capital_instruc_equip
int64
outlay_capital_other_equip
int64
outlay_capital_nonspec_equip
int64
payments_state_govt
int64
payments_local_govt
int64
payments_other_sch_system
int64
debt_interest
int64
salaries_total
float64
salaries_instruction
float64
salaries_teachers_regular_prog
float64
salaries_teachers_sped
float64
salaries_teachers_vocational
int64
salaries_teachers_other_ed
int64
salaries_supp_pupils
int64
salaries_supp_instruc_staff
int64
salaries_supp_general_admin
int64
salaries_supp_sch_admin
int64
salaries_supp_operation_plant
int64
salaries_supp_stud_transport
int64
salaries_supp_bco
int64
salaries_food_service
int64
benefits_employee_total
float64
benefits_employee_instruction
float64
benefits_supp_pupils
float64
benefits_supp_instruc_staff
float64
benefits_supp_general_admin
float64
benefits_supp_sch_admin
float64
benefits_supp_operation_plant
float64
benefits_supp_stud_transport
float64
benefits_supp_bco
int64
benefits_food_service
int64
benefits_enterprise_operations
int64
exp_textbooks
int64
debt_longterm_outstand_beg_FY
float64
debt_longterm_issued_FY
float64
debt_longterm_retired_FY
int64
debt_longterm_outstand_end_FY
float64
debt_shortterm_outstand_beg_FY
int64
debt_shortterm_outstand_end_FY
float64
assets_sinking_fund
int64
assets_bond_fund
float64
assets_other
float64
exp_utilities_energy
float64
exp_tech_supplies_services
float64
exp_tech_equipment
float64
exp_current_state_local_funds
float64
exp_current_federal_funds
float64
exp_current_resa
float64
exp_sped_current
int64
exp_sped_instruction
int64
exp_sped_pupil_support_services
int64
exp_sped_staff_support_services
int64
exp_sped_trans_support_services
int64
rev_cares_act_relief_esser
int64
rev_cares_act_relief_geer
int64
rev_cares_act_relief_esf_rem
int64
rev_cares_act_relief_esf_rwp
int64
rev_cares_act_relief_serv
int64
rev_cares_act_relief_crf
int64
exp_cares_act_current
int64
exp_cares_act_instruction
int64
exp_cares_act_support_services
int64
exp_cares_act_outlay
int64
exp_cares_act_tech_service
int64
exp_cares_act_tech_equipment
int64
rev_crrsa_esser_ii
int64
rev_arp_esser
int64
rev_crrsa_geer_ii
int64
rev_state_local_recovery_funds
int64
exp_cares_act_tech_plant
int64
exp_cares_act_food
int64
rev_fed_state_math_sci_teach
int64
rev_fed_state_drug_free
int64
rev_fed_arra
int64
exp_current_arra
int64
outlay_capital_arra
int64
0100002
-2
2,019
1
0
-2
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-2
-2
-2
-2
-2
-2
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
null
null
null
null
null
null
null
null
null
null
null
0100005
1,504,840,100,000
2,019
1
5,824
5,824
63,333,000
7,605,000
1,775,000
1,036,000
74,000
165,000
155,000
0
0
86,000
1,702,000
2,569,000
0
0
0
0
43,000
40,121,000
31,112,000
88,000
0
287,000
356,000
0
0
0
1,611,000
2,401,000
4,266,000
0
0
0
15,607,000
-2
6,052,000
0
0
0
420,000
5,000
5,603,000
56,000
0
364,000
0
1,184,000
0
294,000
69,000
26,000
262,000
1,000
107,000
1,164,000
0
54,630,000
50,454,000
29,888,000
29,888,000
0
0
17,241,000
3,914,000
1,633,000
1,017,000
2,718,000
4,329,000
2,616,000
1,014,000
0
3,325,000
3,325,000
0
0
436,000
90,000
1,000
345,000
1,933,000
884,000
0
391,000
658,000
0
0
0
51,000
1,756,000
27,371,000
17,765,000
13,814,000
909,000
1,293,000
551,000
2,208,000
858,000
647,000
1,926,000
948,000
1,368,000
627,000
982,000
10,808,000
6,712,000
799,000
306,000
193,000
702,000
433,000
907,000
188,000
563,000
0
445,000
28,259,000
0
2,755,000
25,505,000
0
0
12,000,000
1,864,000
11,051,000
960,000
1,527,000
0
41,569,000
8,294,000
0
2,594,000
1,880,000
377,000
0
202,000
709,000
0
0
0
0
869,000
1,578,000
1,138,000
440,000
0
970,000
0
null
null
null
null
null
null
null
null
null
null
null
0100006
1,504,800,100,000
2,019
1
5,764
5,764
66,333,000
9,259,000
2,594,000
1,356,000
199,000
429,000
202,000
55,000
0
66,000
2,335,000
2,023,000
0
0
0
0
0
42,131,000
32,252,000
77,000
0
497,000
104,000
0
0
0
1,638,000
3,676,000
3,887,000
0
0
0
14,943,000
-2
7,800,000
0
0
0
9,000
0
2,183,000
8,000
0
485,000
0
1,039,000
0
202,000
0
238,000
89,000
2,000
543,000
2,345,000
0
65,302,000
61,190,000
34,095,000
34,095,000
0
0
23,096,000
3,977,000
2,000,000
2,021,000
3,896,000
6,326,000
3,740,000
1,136,000
0
3,999,000
3,999,000
0
0
704,000
71,000
155,000
478,000
2,796,000
73,000
0
50,000
2,673,000
0
0
0
20,000
592,000
33,442,000
20,386,000
13,819,000
1,864,000
1,312,000
908,000
2,543,000
940,000
1,009,000
2,763,000
1,661,000
2,109,000
471,000
1,426,000
13,337,000
7,745,000
900,000
294,000
319,000
1,027,000
740,000
1,266,000
162,000
850,000
0
391,000
24,233,000
1,980,000
1,631,000
24,582,000
0
0
1,497,000
506,000
5,258,000
1,309,000
1,344,000
0
48,637,000
11,595,000
0
7,033,000
4,085,000
1,259,000
26,000
692,000
1,398,000
0
0
0
0
785,000
2,183,000
1,723,000
460,000
0
0
0
null
null
null
null
null
null
null
null
null
null
null
0100007
1,503,740,100,000
2,019
1
14,061
14,061
196,210,000
8,918,000
1,047,000
2,488,000
116,000
175,000
101,000
0
0
111,000
2,881,000
1,934,000
0
0
0
0
65,000
82,689,000
66,762,000
83,000
0
797,000
177,000
0
0
0
3,361,000
6,010,000
5,499,000
0
0
0
104,603,000
-2
83,035,000
0
0
0
6,000
0
8,752,000
304,000
0
2,465,000
0
3,678,000
0
543,000
292,000
1,601,000
2,086,000
13,000
303,000
1,525,000
0
181,862,000
161,809,000
101,645,000
101,645,000
18,000
0
56,471,000
10,396,000
5,799,000
1,224,000
10,470,000
16,635,000
7,736,000
4,211,000
0
3,693,000
3,693,000
0
0
5,561,000
4,166,000
0
1,395,000
9,313,000
7,518,000
0
175,000
1,620,000
0
0
0
73,000
5,088,000
97,962,000
65,958,000
51,238,000
4,857,000
1,893,000
1,332,000
6,037,000
3,602,000
601,000
7,563,000
5,430,000
4,113,000
1,639,000
1,174,000
37,736,000
23,169,000
2,155,000
1,223,000
162,000
2,588,000
2,457,000
2,551,000
1,815,000
660,000
0
746,000
163,320,000
108,630,000
113,695,000
158,255,000
0
0
371,000
6,200,000
119,889,000
5,477,000
4,344,000
0
147,711,000
10,949,000
0
17,263,000
12,049,000
3,400,000
5,000
1,671,000
587,000
276,000
0
0
0
2,012,000
2,874,000
1,958,000
906,000
0
1,737,000
0
null
null
null
null
null
null
null
null
null
null
null
0100008
1,504,530,100,000
2,019
1
11,695
11,695
139,137,000
7,055,000
773,000
1,952,000
96,000
184,000
52,000
0
0
67,000
1,993,000
1,200,000
0
609,000
0
0
129,000
77,294,000
60,055,000
125,000
0
541,000
99,000
0
0
0
3,103,000
3,748,000
9,623,000
0
0
0
54,788,000
-2
23,875,000
0
0
0
6,000
0
20,137,000
82,000
0
1,859,000
0
2,143,000
0
587,000
1,076,000
945,000
1,708,000
12,000
422,000
1,936,000
0
145,036,000
114,802,000
70,337,000
70,337,000
83,000
0
40,309,000
9,313,000
7,462,000
1,914,000
5,995,000
9,219,000
4,481,000
1,925,000
0
4,156,000
4,156,000
0
0
1,000,000
642,000
2,000
356,000
21,842,000
21,100,000
0
0
742,000
0
0
0
108,000
7,201,000
68,070,000
45,950,000
32,402,000
3,460,000
3,027,000
1,775,000
5,112,000
3,983,000
839,000
4,251,000
2,345,000
2,415,000
1,198,000
1,582,000
26,019,000
17,005,000
1,798,000
1,419,000
244,000
1,518,000
1,106,000
1,456,000
428,000
987,000
0
207,000
48,263,000
93,410,000
850,000
140,823,000
0
0
26,631,000
100,272,000
19,303,000
2,485,000
1,843,000
0
103,551,000
9,796,000
0
10,565,000
7,356,000
1,866,000
262,000
870,000
492,000
92,000
0
0
0
288,000
872,000
86,000
774,000
0
6,000
0
null
null
null
null
null
null
null
null
null
null
null
0100009
-2
2,019
1
0
0
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
null
null
null
null
null
null
null
null
null
null
null
0100011
1,503,710,100,000
2,019
1
2,076
2,076
25,777,000
2,474,000
379,000
427,000
22,000
57,000
30,000
101,000
0
13,000
741,000
704,000
0
0
0
0
0
13,591,000
10,406,000
66,000
0
261,000
24,000
0
0
0
509,000
966,000
1,359,000
0
0
0
9,712,000
-2
4,807,000
0
0
0
2,000
0
3,546,000
50,000
0
174,000
0
205,000
0
69,000
121,000
220,000
64,000
0
243,000
211,000
0
23,732,000
20,534,000
11,546,000
11,546,000
0
0
8,101,000
1,446,000
843,000
369,000
1,356,000
1,842,000
896,000
1,349,000
0
887,000
887,000
0
0
585,000
542,000
0
43,000
302,000
186,000
0
0
116,000
0
0
0
117,000
2,194,000
11,776,000
7,744,000
5,210,000
638,000
335,000
395,000
660,000
453,000
173,000
994,000
194,000
446,000
522,000
368,000
4,436,000
2,919,000
222,000
134,000
47,000
352,000
59,000
270,000
176,000
194,000
0
34,000
9,931,000
0
444,000
9,487,000
0
0
477,000
1,146,000
2,841,000
656,000
486,000
0
17,780,000
2,391,000
0
1,567,000
1,229,000
63,000
165,000
91,000
285,000
19,000
0
0
0
438,000
741,000
79,000
415,000
0
250,000
0
null
null
null
null
null
null
null
null
null
null
null
0100012
1,504,810,100,000
2,019
1
2,440
2,440
27,901,000
2,935,000
557,000
492,000
31,000
79,000
40,000
0
0
30,000
764,000
927,000
0
0
0
0
15,000
17,461,000
13,844,000
68,000
0
187,000
83,000
0
0
0
689,000
903,000
1,687,000
0
0
0
7,505,000
-2
3,078,000
0
0
0
1,000
0
2,688,000
0
0
222,000
0
628,000
0
91,000
1,000
219,000
144,000
1,000
71,000
361,000
0
27,285,000
24,770,000
13,389,000
13,389,000
3,000
0
9,595,000
1,449,000
1,063,000
1,075,000
1,439,000
2,472,000
1,204,000
893,000
0
1,786,000
1,786,000
0
0
206,000
83,000
16,000
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180,000
0
10,000
87,000
1,000
952,000
167,000
0
18,580,000
16,944,000
10,566,000
10,566,000
0
0
5,540,000
811,000
461,000
689,000
987,000
1,699,000
575,000
318,000
0
838,000
838,000
0
0
408,000
334,000
0
74,000
759,000
476,000
0
0
283,000
0
0
0
18,000
451,000
9,316,000
6,607,000
4,543,000
748,000
194,000
280,000
463,000
231,000
397,000
677,000
161,000
291,000
192,000
179,000
3,684,000
2,555,000
159,000
84,000
124,000
227,000
84,000
181,000
65,000
122,000
0
46,000
6,305,000
0
338,000
5,967,000
0
0
1,865,000
117,000
6,947,000
604,000
765,000
0
14,278,000
2,514,000
0
1,627,000
1,327,000
124,000
14,000
18,000
234,000
2,000
0
0
0
33,000
268,000
198,000
70,000
0
178,000
0
null
null
null
null
null
null
null
null
null
null
null
0100090
1,500,800,200,000
2,019
1
1,887
1,887
25,748,000
4,748,000
1,666,000
499,000
104,000
184,000
123,000
0
0
0
858,000
1,261,000
0
24,000
0
0
29,000
13,238,000
9,925,000
67,000
0
234,000
7,000
0
0
0
435,000
1,331,000
1,239,000
0
0
0
7,762,000
-2
3,541,000
0
0
0
16,000
0
3,619,000
0
0
83,000
0
145,000
0
33,000
52,000
22,000
2,000
0
71,000
178,000
0
23,308,000
22,636,000
12,908,000
12,908,000
27,000
0
8,642,000
1,344,000
784,000
1,057,000
1,389,000
2,037,000
1,250,000
781,000
0
1,086,000
1,086,000
0
0
491,000
424,000
0
67,000
141,000
130,000
0
11,000
0
0
0
0
3,000
10,000
12,283,000
8,214,000
5,711,000
671,000
407,000
582,000
853,000
491,000
498,000
1,008,000
367,000
10,000
303,000
394,000
4,824,000
3,193,000
318,000
165,000
152,000
359,000
183,000
3,000
113,000
257,000
0
40,000
2,231,000
0
64,000
2,167,000
0
0
1,652,000
1,114,000
2,130,000
655,000
733,000
0
17,895,000
4,386,000
0
1,819,000
1,253,000
228,000
2,000
187,000
404,000
0
0
0
0
446,000
822,000
572,000
237,000
0
449,000
0
null
null
null
null
null
null
null
null
null
null
null
0100100
1,504,880,100,000
2,019
1
2,696
2,696
28,290,000
2,582,000
373,000
563,000
31,000
60,000
16,000
0
0
0
722,000
761,000
0
0
0
0
56,000
18,171,000
14,849,000
65,000
0
155,000
5,000
0
0
0
746,000
760,000
1,591,000
0
0
0
7,537,000
-2
1,910,000
0
0
0
2,000
0
3,412,000
0
0
452,000
0
780,000
0
174,000
1,000
379,000
23,000
0
46,000
358,000
0
27,067,000
26,148,000
16,648,000
16,648,000
0
0
8,037,000
1,986,000
591,000
972,000
1,454,000
1,869,000
783,000
382,000
0
1,463,000
1,463,000
0
0
264,000
159,000
105,000
0
318,000
105,000
126,000
0
87,000
0
0
0
38,000
299,000
15,503,000
11,184,000
7,454,000
952,000
734,000
416,000
723,000
334,000
505,000
1,032,000
353,000
415,000
271,000
504,000
5,781,000
4,072,000
262,000
141,000
150,000
375,000
143,000
223,000
92,000
287,000
0
2,000
11,467,000
0
595,000
10,872,000
0
0
967,000
1,722,000
2,070,000
552,000
906,000
0
22,559,000
3,308,000
0
2,240,000
2,024,000
129,000
0
29,000
274,000
4,000
0
0
0
392,000
670,000
456,000
214,000
0
453,000
0
null
null
null
null
null
null
null
null
null
null
null
0100120
1,504,200,100,000
2,019
1
4,505
4,505
62,250,000
3,958,000
725,000
986,000
53,000
133,000
52,000
0
0
49,000
353,000
1,452,000
0
0
0
0
155,000
28,984,000
24,655,000
69,000
0
317,000
78,000
0
0
0
1,203,000
1,035,000
1,627,000
0
0
0
29,308,000
-2
3,043,000
0
0
0
5,000
0
19,063,000
200,000
0
387,000
0
1,078,000
0
108,000
1,000
280,000
110,000
1,000
184,000
4,848,000
0
51,550,000
46,353,000
29,303,000
29,303,000
66,000
0
15,398,000
2,381,000
1,788,000
1,559,000
2,830,000
5,053,000
1,151,000
636,000
0
1,652,000
1,652,000
0
0
1,100,000
761,000
2,000
337,000
1,193,000
1,111,000
0
40,000
42,000
0
0
0
196,000
2,642,000
24,825,000
16,594,000
12,219,000
1,032,000
714,000
373,000
1,513,000
1,196,000
556,000
2,109,000
1,089,000
598,000
357,000
543,000
9,153,000
6,039,000
515,000
390,000
167,000
679,000
443,000
339,000
118,000
345,000
0
337,000
60,799,000
20,000
3,898,000
56,920,000
0
0
0
9,820,000
11,977,000
1,711,000
3,087,000
0
40,012,000
4,216,000
0
2,797,000
2,249,000
383,000
68,000
81,000
206,000
59,000
0
0
0
86,000
351,000
108,000
219,000
0
24,000
0
null
null
null
null
null
null
null
null
null
null
null
0100175
-2
2,019
1
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
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-2
-2
-2
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-2
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-2
-2
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-2
-2
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-2
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-2
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-2
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-2
-2
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-2
-2
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-2
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-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
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-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
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-2
-2
-2
-2
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-2
-2
-2
-2
-2
-2
-2
-2
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-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
-2
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-2
-2
-2
null
null
null
null
null
null
null
null
null
null
null
End of preview. Expand in Data Studio

⚠️ Frozen Vintage — Education Data Portal Parquet Mirror (v0.24.0, February 2026)

This repository is frozen and will receive no further updates. It is preserved permanently as a snapshot for reproducibility. For current data, use the successor mirror: brhkim/education_data_portal_mirror_2026q3 (Education Data Portal v0.26.1, collected August 2026).

If you are reproducing an analysis that originally used this mirror, you are in the right place — keep your scripts pointed here. The Urban Institute revises historical data between Portal releases (for example, Portal v0.26.1 corrected the year alignment of IPEDS Graduation Rates [150%] data for 1996–2023), so rerunning old analyses against the newer mirror can produce silently different results.

Education Data Portal — Parquet Mirror

A complete mirror of the Urban Institute Education Data Portal datasets version 0.24.0, collected on February 7, 2026, and converted from CSV to Apache Parquet format for efficient analytical use. Please note that the maintainers of this Huggingface Dataset have no affiliation with the Urban Institute or the Education Data Portal team.

Huge appreciation for all they do -- if you use this mirror, please make sure to follow all attribution guidelines below. Urban Institute moreover highly encourages users to reach out to educationdata@urban.org to notify them of any public projects or research using these data, including providing information on the title and link to the published work, which can elevate the visibility of your work and help them make the case for continued funding.

Vintage

Field Value
Education Data Portal version 0.24.0
Collected 2026-02-07
Status Frozen (no further updates; preserved for reproducibility)
Successor brhkim/education_data_portal_mirror_2026q3 (Portal v0.26.1)

Contents

This repository contains 487 files (396 data files + 91 codebooks) across 14 data sources, covering U.S. education data from 1979 to 2023.

Source Full Name Original Provider Data Files Codebooks Years Levels
ccd Common Core of Data US Department of Education, NCES 79 5 1986–2023 Schools, Districts
crdc Civil Rights Data Collection US Department of Education, OCR 66 24 2011–2021 Schools
csafety Campus Safety and Security US Department of Education, OPE 1 1 2005–2021 Colleges
eada Equity in Athletics Disclosure Act US Department of Education, OPE 1 1 2002–2021 Colleges
edfacts EDFacts US Department of Education 42 4 2009–2018 Schools, Districts
fsa Federal Student Aid US Department of Education, FSA 5 5 1999–2021 Colleges
ipeds Integrated Postsecondary Education Data System US Department of Education, NCES 163 32 1979–2023 Colleges
meps Model Estimates of Poverty in Schools Urban Institute 1 1 2009–2022 Schools
nacubo NACUBO-Commonfund Study of Endowments NACUBO / Commonfund Institute 1 1 2012–2022 Colleges
nccs National Center for Charitable Statistics Urban Institute / IRS 1 1 1993–2016 Colleges
nhgis National Historical Geographic Information System IPUMS / US Census Bureau 8 8 1980–2023 Schools, Colleges
pseo Post-Secondary Employment Outcomes US Census Bureau, LEHD 21 1 2001–2021 Colleges
saipe Small Area Income and Poverty Estimates US Census Bureau 1 1 1995–2023 Districts
scorecard College Scorecard US Department of Education 6 6 1996–2020 Colleges

Directory Structure

Files are organized in a flat {source}/{filename} layout mirroring the Urban Institute's CSV download structure:

{source}/{filename}.parquet     # Data files (Parquet format)
{source}/codebook_{name}.xls    # Codebooks (original Excel format)

Each file corresponds 1:1 with an entry in the Urban Institute's download manifest as of Portal v0.24.0. The Urban CSV download URL for any file is:

https://educationdata.urban.org/csv/{source}/{basename}.csv

where {basename} matches the filename in this repository (with .parquet replaced by .csv). Note that Urban's live CSV downloads track the current Portal release and may no longer match this frozen v0.24.0 snapshot byte-for-byte.

Format

  • Data files are stored in Apache Parquet format, converted from the original CSV downloads. Parquet provides columnar compression, type preservation, and significantly faster analytical queries compared to CSV.
  • Codebooks are stored in their original .xls (Microsoft Excel) format as provided by the Urban Institute. Each codebook documents the variables, coded values, and definitions for its corresponding dataset.

License

Aligning with the Urban Institute Education Data Portal's license and Data Policy and Terms of Use, data in this repository is made available under the Open Data Commons Attribution License (ODC-By) v1.0.

You are free to

  • Share — copy, distribute, and use the database
  • Create — produce works from the database
  • Adapt — modify, transform, and build upon the database

As long as you

  • Attribute — You must attribute any public use of the database, or works produced from the database, in the manner specified below. For any use or redistribution of the database, or works produced from it, you must make clear to others the license of the database and keep intact any notices on the original database.

Required Attribution

For formal research and publications:

[Dataset name(s)], Education Data Portal (Version 0.24.0), Urban Institute, accessed [Month DD, YYYY], https://educationdata.urban.org/documentation/, made available under the ODC Attribution License.

For informal works (blogs, visualizations, applications):

[Dataset name(s)], via Education Data Portal v. 0.24.0, Urban Institute, under ODC Attribution License.

Example (formal):

Common Core of Data; Integrated Postsecondary Education Data System, Education Data Portal (Version 0.24.0), Urban Institute, accessed February 9, 2026, https://educationdata.urban.org/documentation/, made available under the ODC Attribution License.

Note: the version number in your citation should always match the vintage of the mirror you actually used — for this repository, that is 0.24.0.

Disclaimer

The data is provided "as is," without warranty of any kind, express or implied. The Urban Institute disclaims all liability for claims arising from the use of this data. See the Urban Institute Terms of Service for full terms.

Original Data Sources

The Education Data Portal aggregates, harmonizes, and standardizes data from multiple U.S. federal agencies and research organizations. The original data providers are:

  • US Department of Education, National Center for Education Statistics (NCES) — CCD, IPEDS
  • US Department of Education, Office for Civil Rights (OCR) — CRDC
  • US Department of Education, Office of Postsecondary Education (OPE) — Campus Safety, EADA
  • US Department of Education, Federal Student Aid (FSA) — FSA
  • US Department of Education — EDFacts, College Scorecard
  • US Census Bureau — SAIPE, PSEO (LEHD program)
  • IPUMS / US Census Bureau — NHGIS
  • Urban Institute — MEPS, NCCS
  • NACUBO / Commonfund Institute — NACUBO Endowment Study

For detailed documentation on individual data sources, endpoints, variables, and methodological notes, see the Education Data Portal documentation.

Contact

Questions or feedback about the Education Data Portal: educationdata@urban.org

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