Overview

Dataset statistics

Number of variables7
Number of observations393543
Missing cells128961
Missing cells (%)4.7%
Total size in memory21.0 MiB
Average record size in memory56.0 B

Variable types

Categorical6
Numeric1

Alerts

pid has a high cardinality: 393543 distinct valuesHigh cardinality
abstract has a high cardinality: 328057 distinct valuesHigh cardinality
institution has a high cardinality: 2281 distinct valuesHigh cardinality
keywords has a high cardinality: 254884 distinct valuesHigh cardinality
link has a high cardinality: 393543 distinct valuesHigh cardinality
title has a high cardinality: 351389 distinct valuesHigh cardinality
abstract has 20307 (5.2%) missing valuesMissing
keywords has 104723 (26.6%) missing valuesMissing
year is highly skewed (γ1 = -71.07400689)Skewed
pid has unique valuesUnique
link has unique valuesUnique

Reproduction

Analysis started2023-05-04 15:12:52.518078
Analysis finished2023-05-04 15:13:09.406794
Duration16.89 seconds
Software versionydata-profiling vv4.1.2
Download configurationconfig.json

Variables

pid
Categorical

HIGH CARDINALITY  UNIQUE 

Distinct393543
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size3.0 MiB
ospwpaper/22j004
 
1
agsiafepa/311259
 
1
oececoaaa/1191-en
 
1
bojbojwps/13-e-15
 
1
udedoctra/47
 
1
Other values (393538)
393538 

Unique

Unique393543 ?
Unique (%)100.0%

Sample

1st rowospwpaper/22j004
2nd rowrisadbiwp/1312
3rd rowergwpaper/sprr20222
4th rowergwpaper/swp20225
5th rownstsamfok/19422

Common Values

ValueCountFrequency (%)
ospwpaper/22j004 1
 
< 0.1%
agsiafepa/311259 1
 
< 0.1%
oececoaaa/1191-en 1
 
< 0.1%
bojbojwps/13-e-15 1
 
< 0.1%
udedoctra/47 1
 
< 0.1%
risduthrp/2019_5f012 1
 
< 0.1%
grewpaper/2020-04 1
 
< 0.1%
laawpaper/29 1
 
< 0.1%
frzwpaper/wp2013_5f08.rdf 1
 
< 0.1%
pkewpaper/pkwp2007 1
 
< 0.1%
Other values (393533) 393533
> 99.9%

abstract
Categorical

HIGH CARDINALITY  MISSING 

Distinct328057
Distinct (%)87.9%
Missing20307
Missing (%)5.2%
Memory size3.0 MiB
Online appendix for the Review of Economic Dynamics article
 
79
Selected Issues
 
43
-
 
41
.
 
35
The 2015 series of RIO Country Reports analyse and assess the policy and the national research and innovation system developments in relation to natio
 
30
Other values (328052)
373008 

Unique

Unique293342 ?
Unique (%)78.6%

Sample

1st rowThis study aims to describe the extent to which class size affects student performance using five years of panel data on both elementary and junior hi
2nd rowThe outbreak of the COVID-19 virus and the resulting falls in demand due both to uncertainty and policy interventions such as lockdowns, “social dista
3rd rowMorocco adopted a very stringent lockdown regime relative to other parts of the developing world in response to COVID-19 outbreak, as we show below. T
4th rowThe COVID-19 pandemic has been accompanied by widespread child care and school closures.Emerging evidence – primarily from high-income countries – sug
5th rowHow much young children should be tested and graded is a highly contentious issue in education policy. Opponents consider it detrimental to child ment

Common Values

ValueCountFrequency (%)
Online appendix for the Review of Economic Dynamics article 79
 
< 0.1%
Selected Issues 43
 
< 0.1%
- 41
 
< 0.1%
. 35
 
< 0.1%
The 2015 series of RIO Country Reports analyse and assess the policy and the national research and innovation system developments in relation to natio 30
 
< 0.1%
Makalah ini merupakan hasil laporan Foreign Case Study untuk syarat publikasi ilmiah di Sekolah Tinggi Pariwasata Ambarrukmo Yogyakarta dengan judul P 25
 
< 0.1%
Makalah ini merupakan hasil laporan Foreign Case Study untuk syarat publikasi ilmiah di Sekolah Tinggi Pariwasata Ambarrukmo Yogyakarta dengan Judul P 24
 
< 0.1%
The R Observatory country report 2017 provides a brief analysis of the R system covering the economic context, main actors, funding trends human reso 23
 
< 0.1%
Makalah ini merupakan hasil laporan Foreign Case Study untuk syarat publikasi ilmiah di Sekolah Tinggi Pariwasata Ambarrukmo Yogyakarta dengan Judul D 22
 
< 0.1%
Not available. 22
 
< 0.1%
Other values (328047) 372892
94.8%
(Missing) 20307
 
5.2%

institution
Categorical

Distinct2281
Distinct (%)0.6%
Missing152
Missing (%)< 0.1%
Memory size3.0 MiB
University Library of Munich, Germany
 
30027
National Bureau of Economic Research, Inc
 
20463
Institute of Labor Economics (IZA)
 
14808
HAL
 
13249
arXiv.org
 
10906
Other values (2276)
303938 

Unique

Unique109 ?
Unique (%)< 0.1%

Sample

1st rowOsaka School of International Public Policy, Osaka University
2nd rowAsian Development Bank Institute
3rd rowEconomic Research Forum
4th rowEconomic Research Forum
5th rowDepartment of Economics, Norwegian University of Science and Technology

Common Values

ValueCountFrequency (%)
University Library of Munich, Germany 30027
 
7.6%
National Bureau of Economic Research, Inc 20463
 
5.2%
Institute of Labor Economics (IZA) 14808
 
3.8%
HAL 13249
 
3.4%
arXiv.org 10906
 
2.8%
C.E.P.R. Discussion Papers 10373
 
2.6%
Agricultural and Applied Economics Association 5529
 
1.4%
The World Bank 5236
 
1.3%
CESifo 4575
 
1.2%
Center for Open Science 4359
 
1.1%
Other values (2271) 273866
69.6%

keywords
Categorical

HIGH CARDINALITY  MISSING 

Distinct254884
Distinct (%)88.3%
Missing104723
Missing (%)26.6%
Memory size3.0 MiB
Environmental Economics and Policy
 
717
Agricultural and Food Policy
 
627
Resource /Energy Economics and Policy
 
296
Agribusiness
 
269
International Relations/Trade
 
247
Other values (254879)
286664 

Unique

Unique237015 ?
Unique (%)82.1%

Sample

1st rowclass size; deviation value; panel data
2nd rowCOVID-19; ASEAN; household income; employment; consumption; household finance; government aid
3rd rowstudent assessment; testing; student achievement
4th rowResource rent; Aquaculture; National Accounts; System of Environmental-Economic Accounting
5th rowinflation; aggregate demand and supply; factor model; sign restrictions; monetary policy

Common Values

ValueCountFrequency (%)
Environmental Economics and Policy 717
 
0.2%
Agricultural and Food Policy 627
 
0.2%
Resource /Energy Economics and Policy 296
 
0.1%
Agribusiness 269
 
0.1%
International Relations/Trade 247
 
0.1%
Food Consumption/Nutrition/Food Safety 234
 
0.1%
Crop Production/Industries 205
 
0.1%
Community/Rural/Urban Development 201
 
0.1%
Agricultural and Food Policy; International Relations/Trade 183
 
< 0.1%
Land Economics/Use 181
 
< 0.1%
Other values (254874) 285660
72.6%
(Missing) 104723
 
26.6%

link
Categorical

HIGH CARDINALITY  UNIQUE 

Distinct393543
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size3.0 MiB
https://econpapers.repec.org/paper/ospwpaper/22j004.htm
 
1
https://econpapers.repec.org/paper/agsiafepa/311259.htm
 
1
https://econpapers.repec.org/paper/oececoaaa/1191-en.htm
 
1
https://econpapers.repec.org/paper/bojbojwps/13-e-15.htm
 
1
https://econpapers.repec.org/paper/udedoctra/47.htm
 
1
Other values (393538)
393538 

Unique

Unique393543 ?
Unique (%)100.0%

Sample

1st rowhttps://econpapers.repec.org/paper/ospwpaper/22j004.htm
2nd rowhttps://econpapers.repec.org/paper/risadbiwp/1312.htm
3rd rowhttps://econpapers.repec.org/paper/ergwpaper/sprr20222.htm
4th rowhttps://econpapers.repec.org/paper/ergwpaper/swp20225.htm
5th rowhttps://econpapers.repec.org/paper/nstsamfok/19422.htm

Common Values

ValueCountFrequency (%)
https://econpapers.repec.org/paper/ospwpaper/22j004.htm 1
 
< 0.1%
https://econpapers.repec.org/paper/agsiafepa/311259.htm 1
 
< 0.1%
https://econpapers.repec.org/paper/oececoaaa/1191-en.htm 1
 
< 0.1%
https://econpapers.repec.org/paper/bojbojwps/13-e-15.htm 1
 
< 0.1%
https://econpapers.repec.org/paper/udedoctra/47.htm 1
 
< 0.1%
https://econpapers.repec.org/paper/risduthrp/2019_5f012.htm 1
 
< 0.1%
https://econpapers.repec.org/paper/grewpaper/2020-04.htm 1
 
< 0.1%
https://econpapers.repec.org/paper/laawpaper/29.htm 1
 
< 0.1%
https://econpapers.repec.org/paper/frzwpaper/wp2013_5f08.rdf.htm 1
 
< 0.1%
https://econpapers.repec.org/paper/pkewpaper/pkwp2007.htm 1
 
< 0.1%
Other values (393533) 393533
> 99.9%

title
Categorical

Distinct351389
Distinct (%)89.3%
Missing0
Missing (%)0.0%
Memory size3.0 MiB
Climate Risk Country Profile
 
19
HUBUNGAN PEMERINTAH DENGAN GERAKAN KOPERASI
 
14
KELEMBAGAAN DAN IDENTITAS KOPERASI
 
12
INSTRUMEN KEBIJAKAN MONETER ISLAM DI INDONESIA
 
10
PERBEDAAN KOPERASI DENGAN ORGANISASI LAINNYA
 
10
Other values (351384)
393478 

Unique

Unique318281 ?
Unique (%)80.9%

Sample

1st rowThe Effects of Class Size on Primary and Secondary Education Outcomes
2nd rowImpacts of COVID-19 on Households in ASEAN Countries and Their Implications for Human Capital Development: Medium-Run Impacts and the Role of Government Support
3rd rowMorocco COVID-19 Country Case Study
4th rowThe Impact of the COVID-19 Pandemic on Women’s Care Work And Employment in the Middle East and North Africa
5th rowHow does testing young children influence educational attainment and well-being?

Common Values

ValueCountFrequency (%)
Climate Risk Country Profile 19
 
< 0.1%
HUBUNGAN PEMERINTAH DENGAN GERAKAN KOPERASI 14
 
< 0.1%
KELEMBAGAAN DAN IDENTITAS KOPERASI 12
 
< 0.1%
INSTRUMEN KEBIJAKAN MONETER ISLAM DI INDONESIA 10
 
< 0.1%
PERBEDAAN KOPERASI DENGAN ORGANISASI LAINNYA 10
 
< 0.1%
Non-Standard Errors 10
 
< 0.1%
PENGEMBANGAN PRODUK BANK SYARIAH 9
 
< 0.1%
The Production Function for Housing: Evidence from France 9
 
< 0.1%
OJK DAN SISTEM MONETER INDONESIA 9
 
< 0.1%
Diversity and Conflict 9
 
< 0.1%
Other values (351379) 393432
> 99.9%

year
Real number (ℝ)

Distinct66
Distinct (%)< 0.1%
Missing3779
Missing (%)1.0%
Infinite0
Infinite (%)0.0%
Mean2013.931115
Minimum2
Maximum3025
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 MiB
2023-05-04T15:13:09.595483image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile2004
Q12010
median2015
Q32019
95-th percentile2022
Maximum3025
Range3023
Interquartile range (IQR)9

Descriptive statistics

Standard deviation7.550484587
Coefficient of variation (CV)0.003749127531
Kurtosis22694.85519
Mean2013.931115
Median Absolute Deviation (MAD)4
Skewness-71.07400689
Sum784957847
Variance57.0098175
MonotonicityNot monotonic
2023-05-04T15:13:09.745593image/svg+xmlMatplotlib v3.6.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2020 27591
 
7.0%
2021 26959
 
6.9%
2014 25073
 
6.4%
2015 24720
 
6.3%
2019 23959
 
6.1%
2016 23834
 
6.1%
2018 23531
 
6.0%
2017 23339
 
5.9%
2022 22296
 
5.7%
2013 21507
 
5.5%
Other values (56) 146955
37.3%
ValueCountFrequency (%)
2 1
< 0.1%
222 1
< 0.1%
1710 1
< 0.1%
1899 1
< 0.1%
1960 1
< 0.1%
ValueCountFrequency (%)
3025 1
< 0.1%
3014 1
< 0.1%
2203 1
< 0.1%
2109 1
< 0.1%
2106 1
< 0.1%