cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/qbqfxa/adg7kl
title: 84_20140320_043600_hmi.M_45s_4k.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/hhhjep
title: 87_20140220000054Bh_GONG_1.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/li4eqw
title: 84_20140320064354Uh_GONG_4.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/mrjuur
title: 87_20140220103954Uh_GONG_3.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/mtv9tj
title: 87_20140220040854Uh_GONG_2.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/xrusj6
title: 87_20140220170054Bh_GONG_4.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/51ukjm
title: 88_20140218_013600_hmi.M_45s_4k.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/kkeiym
title: 88_20140218031254Uh_GONG_2.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/lb95hb
title: 88_20140218025354Uh_GONG_3.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/oohule
title: 87_20140220_031200_hmi.M_45s_4k.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/pdjrvc
title: 87_20140220_031930_hmi.M_45s_4k.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/rrd9hr
title: 88_20140218_013000_hmi.M_45s_4k.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/szeezv
title: 88_20140218000654Bh_GONG_1.jpg

description: :unav
DOI: 10.7910/dvn/ytswj4/5o2yhz
title: Arabsentiment_dataset.txt

description: :unav
DOI: 10.7910/dvn/ytswj4/asalsc
title: Arab sentiment.tab

description: :unav
DOI: 10.7910/dvn/ytswj4/ivowle
title: readme.txt

description: :unav
DOI: 10.7910/dvn/ytswj4/r8zupd
title: Product types and description data.txt

description: :unav
DOI: 10.7910/dvn/ytswj4/tdd2o7
title: sources.txt

description: :unav
DOI: 10.7910/dvn/ytswj4/udaxj8
title: Customers queries.txt

description: :unav
DOI: 10.7910/dvn/ytswj4/xakalv
title: relevance feedback.txt

description: :unav
DOI: 10.6080/k0vq30v9
title: Spiking activity of dopaminergic cells in VTA-l during multitude of tasks and conditions
title: CRCNS.org vta-2

description: We trained transgenic rats (expressing Cre in TH containing cells) on an operant trial and error task and recorded the activity of dopaminergic neurons in lateral ventral tegmental area (VTA-l). We also recoded the activity of the same cells in a Pavlovian approach task. To confirm the phenotype of recorded cells we expressed excitatory opsin ChR2 using a cre-dependent adeno-associated virus in dopaminergic cells of VTA-l and recorded the response pattern of these individual units to brief blue laser pulses. This dataset contains a total of 29 identified dopaminergic cells recorded from 4 rats. Primary results from of this study were published in Nature 2019: Mohebi, A., Pettibone, J.R., Hamid, A.A., Wong, J.T., Vinson, L.T., Patriarchi, T., Tian, L., Kennedy, R.T. and Berke, J.D., 2019. Dissociable dopamine dynamics for learning and motivation. Nature, 570(7759), pp.65-70.https://doi.org/10.1038/s41586-019-1235-y
DOI: 10.7910/dvn/qbqfxa/0crpgc
title: 93_20140212_060945_hmi.M_45s_4k.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/1ixulx
title: 91_20140216_095100_hmi.M_45s_4k.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/emjv58
title: 93_20140212_055100_hmi.M_45s_4k.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/hikin7
title: 91_20140216054554Uh_GONG_1.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/kvb3lp
title: 97_20140130043954Uh_GONG_1.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/lxc22k
title: 91_20140216_100000_hmi.M_45s_4k.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/wef2h8
title: 91_20140216_100815_hmi.M_45s_4k.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/wgdcon
title: 93_20140212105614Th_GONG_2.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/wx65rm
title: 93_20140212114914Th_GONG_3.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/2dizcv
title: 03_GSE_16sec_20141221_1212.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/9eqk4r
title: 97_20140130_162700_hmi.M_45s_4k.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/axiv7k
title: 9_20140910_180215_hmi.M_45s_4k.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/dueg9w
title: 04_GSE_16sec_20141219_0104.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/gfyfka
title: 99_20140120224154Bh_GONG_2.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/hzfcna
title: 99_20140120_220000_hmi.M_45s_4k.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/pcy5j3
title: 97_20140130093054Uh_GONG_3.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/teikyi
title: 99_20140120225954Bh_GONG_1.jpg

description: :unav
DOI: 10.7910/dvn/qbqfxa/vkbpas
title: 03_GSM_16sec_20141221_1212.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/amblch
title: 05_GSE_16sec_20141217_0500.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/bgyom7
title: 100_99_GSM_16sec_20140120_1524.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/gh87qm
title: 06_GSM_16sec_20141213_1424.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/mztuoz
title: 08_GSM_16sec_20141014_1848.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/ruqfdf
title: 07_GSE_16sec_20141017_0924.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/uebnll
title: 06_GSE_16sec_20141213_1424.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/utkwu8
title: 07_GSM_16sec_20141017_0924.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/0pxcsg
title: 105_GSM_16sec_20131226_0324.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/2cjp6c
title: 106_GSM_16sec_20131221_1312.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/2jj1kx
title: 104_GSM_16sec_20131228_1736.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/56b4ho
title: 103_GSE_16sec_20140104_2122.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/eimhrd
title: 103_GSM_16sec_20140104_2122.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/q7eyz7
title: 09_GSM_16sec_20140910_1800.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/qsxfgq
title: 102_GSM_16sec_20140106_0800.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/tcbuxj
title: 101_GSM_16sec_20140107_1824.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/wikr1j
title: 101_GSE_16sec_20140107_1824.png

description: :unav
DOI: 10.5281/zenodo.3360487
title: Linear Registration of brain MRI using knowledge-based multiple intermediator libraries

description: These are the dataset materials, including full data, resampled data, transformation matrices, experimental results and quantitative evaluation for the paper “Linear Registration of brain MRI using knowledge-based multiple intermediator libraries” that is submitted on the Journal of "Frontiers in Neuroscience".
DOI: 10.5281/zenodo.3360488
title: Linear Registration of brain MRI using knowledge-based multiple intermediator libraries

description: These are the dataset materials, including full data, resampled data, transformation matrices, experimental results and quantitative evaluation for the paper “Linear Registration of brain MRI using knowledge-based multiple intermediator libraries” that is submitted on the Journal of "Frontiers in Neuroscience".
DOI: 10.7910/dvn/qbqfxa/awj7jp
title: 110_OMNI_HRO_1MIN_20131207_1.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/i0mvgn
title: 111_GSM_16sec_20131110_1700.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/pvdlai
title: 112_GSE_16sec_20131108_0324.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/sxgjpp
title: 115_114_113_GSE_16sec_20131107_0000.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/t2tsjl
title: 107_GSM_16sec_20131213_2124.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/txz97z
title: 10_GSE_16sec_20140909_0006.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/ucjrdy
title: 112_OMNI_HRO_1MIN_2013Nov19.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/wvetoe
title: 108_GSM_16sec_20131207_0736.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/xlrvnu
title: 110_GSE_16sec_20131119_1036.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/7syybz
title: 116_GSE_16sec_20131029_2200.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/99kx30
title: 119_GSE_16sec_20131026_1124.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/elrgvq
title: 121_GSE_16sec_20131025_0812.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/eymcjx
title: 115_114_113_GSM_16sec_20131107_0000.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/iwalpb
title: 11_GSE_16sec_20140825_1536.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/kjqw4x
title: 118_117_GSM_16sec_20131028_0224.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/lwd2nl
title: 121_120_GSE_16sec_20131025_0812.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/mf9o5a
title: 11_GSM_16sec_20140825_1536.png

description: :unav
DOI: 10.5063/f1rx99fj
title: Consensus microsatellite genotypes (western lowland gorillas) from fecal samples collected in Loango National Park, Gabon between 2014 and 2017

description: The dataset originates from the publication "Long-term group membership and dynamics in a wild western lowland gorilla population (Gorilla gorilla gorilla) inferred using non-invasive genetics" (Hagemann et al., 2018) and was utilized in" Long-term inference of population size and habitat use in a socially dynamic population of wild western lowland gorillas" (Hagemann et al., 2019). It comprises 98 western lowland gorilla consensus genotypes (13 microsatellite loci plus sexing).
DOI: 10.7910/dvn/qbqfxa/0rhzgd
title: 124_GSM_16sec_20131011_0724_1.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/1max3v
title: 126_GSE_16sec_20131005_0709.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/8h1a0l
title: 124_GSE_16sec_20131011_0724_1.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/myuyzt
title: 121_20131026.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/optbfv
title: 127_GSE_16sec_20130929_2212_1.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/qheghp
title: 125_GSM_16sec_20131006_1443.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/qwcqme
title: 128_GSE_16sec_20130924_2036.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/t1t0cf
title: 122_GSE_16sec_20131024_0125.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/wyrcxg
title: 123_GSM_16sec_20131022_2148.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/cb2zl6
title: 129_GSM_16sec_20130904_1325.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/gspgp1
title: 12_GSE_16sec_20140815_1748.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/gzxdf0
title: 12_GSE_16sec_20140824_1236.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/ijeolh
title: 129_GSE_16sec_20130904_1325.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/ipee45
title: 131_GSE_16sec_20130820_0812.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/r1vkax
title: 132_GSM_16sec_20130819_2312.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/uzoxom
title: 133_GSM_16sec_20130817_1912.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/whvdm2
title: 130_GSE_16sec_20130830_0248.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/xgypot
title: 133_GSE_16sec_20130817_1912.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/2sgrde
title: 136_GSE_16sec_20130709_1512.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/6fwlvg
title: 139_GSE_16sec_20130517_0912.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/are15d
title: 135_GSE_16sec_20130722_0624.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/azasqs
title: 134_GSE_16sec_20130816_1148.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/d7kblo
title: 13_GSE_16sec_20140822_1112.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/mobqgm
title: 135_GSM_16sec_20130722_0624.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/orzg50
title: 138_GSE_16sec_20130522_1325.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/uyzusq
title: 137_GSE_16sec_20130528_0200.png

description: :unav
DOI: 10.3886/e104860
title: Foreign Policy Assertiveness of Six Major Nations

description: <br>These variables are indicators of the foreign policy assertiveness of six major nations: Great Britain, France, Germany, Japan, Russia, and the United States. Assertiveness is defined as the magnitude and intensity of actions by a nation to influence the foreign environment. The following indicators are considered to reflect a nation's changing assertiveness: the number of active duty naval personnel, the number of military personnel in foreign areas, the number of military attaches stationed abroad, and the number of diplomatic, consular, and other civilian government officials posted abroad. Percentage changes in those indicators are considered to reflect the relative foreign policy assertiveness of the six nations. The variables span the period from 1815 to 2005, but the coverage varies with each country. Primary sources are used to the extent possible and are cited in each file. I have photocopies of many of the primary source documents, which often contain additional information (e.g., the lists of diplomatic/consular personnel abroad also give names, ranks, and countries/cities where assigned). Persons interested in access to copies of those documents can contact me at: rglong1@aol.com.<br>
description: The file "US Govt Personnel Abroad 1821-1940" is a new file, which is the reason for a Version 5.
DOI: 10.7910/dvn/qbqfxa/55jsxj
title: 143_142_GSE_16sec_20130513_0200.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/agfapq
title: 141_GSE_16sec_20130514_0125.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/bb5q7r
title: 146_GSE_16sec_20121127_0236.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/eqpuln
title: 145_GSE_16sec_20130315_0712.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/jm234d
title: 144_GSM_16sec_20130313_0724.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/p8wprm
title: 140_GSE_16sec_20130515_0148.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/pwopch
title: 141_GSM_16sec_20130514_0125.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/tsuwhc
title: 143_142_GSM_16sec_20130513_0200.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/0z9tei
title: 149_148_147_GSE_16sec_20121123_1100.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/6lvfhi
title: 151_150_GSE_16sec_20121121_0424.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/a2usa8
title: 14_GSE_16sec_20140815_1748.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/cxfvoj
title: 146_OMNI_HRO_1MIN_20130411.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/h5my8z
title: 152_GSE_16sec_20121120_1200.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/mevqh2
title: 14_GSE_16sec_20140808_1636.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/vqab0p
title: 154_153_GSE_16sec_20121116_0048.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/68vcxv
title: 158_GSM_16sec_20121014_0048.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/9c7g0u
title: 156_155_GSM_16sec_20121108_0236.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/b0baei
title: 156_155_GSE_16sec_20121108_0236.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/dyx60v
title: 154_153_GSM_16sec_20121116_0048.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/iqjqfs
title: 159_OMNI_HRO_1MIN_291501_000.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/jtuwaa
title: 157_GSM_16sec_20121027_1648.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/lvdyvv
title: 154_GSE_16sec_20121120_1200.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/rfhqfk
title: 159_GSM_16sec_20120929_0012.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/xzdlme
title: 15_GSM_16sec_20140815_1748.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/cezcmp
title: 170_GSE_16sec_20120831_2000.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/dqxgqi
title: 169_GSE_16sec_20120902_0400.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/j0jxw2
title: 162_GSM_16sec_20120927_1012.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/j3m1pb
title: 167_166_GSE_16sec_20120919_1136.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/lzfiqt
title: 165_164_GSE_16sec_20120920_0548.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/p4zcux
title: 168_GSE_16sec_20120908_1000.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/wyrweq
title: 163_GSM_16sec_20120921_0624.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/xtworn
title: 161_160_GSM_16sec_20120928_0012.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/75wmhj
title: 170_GSM_16sec_20120831_2000.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/b3t912
title: 171_GSM_16sec_20120829_1148.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/imzwps
title: 172_GSM_16sec_20120825_1635.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/kba3rr
title: 16_GSE_16sec_20140812_0536.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/obkdpz
title: 175_GSE_16sec_20120820_2128.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/omlddm
title: 171_GSE_16sec_20120829_1148.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/rswcq6
title: 174_173_GSM_16sec_20120821_1412.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/su02tk
title: 175_GSM_16sec_20120820_2128.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/vxkj03
title: 176_GSE_16sec_20120819_1836.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/2xvgdu
title: 180_GSM_16sec_20120731_1124.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/brhlkf
title: 179_GSM_16sec_20120804_1336.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/gi0t1y
title: 178_GSE_16sec_20120813_1325.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/hpangt
title: 182_GSM_16sec_20120723_0236.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/lbxcpm
title: 181_GSM_16sec_20120728_2112.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/nfhbqd
title: 184_GSE_16sec_20120711_0125.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/pct0m4
title: 17_GSM_16sec_20140708_1636.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/pz9jtl
title: 178_GSM_16sec_20120813_1325.png

description: :unav
DOI: 10.5281/zenodo.3361014
title: Overexpressing HTT in neuronal cells

description: Overexpressing HTT in neuronal cells.
description: Funding Acknowledgment: The SGC is a registered charity (number 1097737) that receives funds from AbbVie, Bayer Pharma AG, Boehringer Ingelheim, Canada Foundation for Innovation, Eshelman Institute for Innovation, Genome Canada through Ontario Genomics Institute [OGI-055], Innovative Medicines Initiative (EU/EFPIA) [ULTRA-DD grant no. 115766], Janssen, Merck KGaA, Darmstadt, Germany, MSD, Novartis Pharma AG, Ontario Ministry of Research, Innovation and Science (MRIS), Pfizer, São Paulo Research Foundation-FAPESP, Takeda, and Wellcome.
DOI: 10.5281/zenodo.3361015
title: Overexpressing HTT in neuronal cells

description: Overexpressing HTT in neuronal cells.
description: Funding Acknowledgment: The SGC is a registered charity (number 1097737) that receives funds from AbbVie, Bayer Pharma AG, Boehringer Ingelheim, Canada Foundation for Innovation, Eshelman Institute for Innovation, Genome Canada through Ontario Genomics Institute [OGI-055], Innovative Medicines Initiative (EU/EFPIA) [ULTRA-DD grant no. 115766], Janssen, Merck KGaA, Darmstadt, Germany, MSD, Novartis Pharma AG, Ontario Ministry of Research, Innovation and Science (MRIS), Pfizer, São Paulo Research Foundation-FAPESP, Takeda, and Wellcome.
DOI: 10.7910/dvn/qbqfxa/0qc8hu
title: 185_GSE_16sec_20120708_1436.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/1pv7vc
title: 186_GSM_16sec_20120706_2324.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/aeyzen
title: 188_GSM_16sec_20120702_0836.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/htjcyx
title: 190_GSM_16sec_20120623_0724.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/qd9b7s
title: 185_GSM_16sec_20120708_1436.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/qej1de
title: 183_GSM_16sec_20120719_0524.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/rghtsn
title: 187_GSM_16sec_20120704_1724.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/tlqr1r
title: 18_GSE_16sec_20140708_1836.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/vrd8kh
title: 190_GSE_16sec_20120623_0724.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/1iqkzd
title: 194_GSE_16sec_20120512_0000.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/bbdufy
title: 197_GSM_16sec_20120409_1236.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/buajaf
title: 199_OMNI2_H0_MRG1HR_44218_001.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/iysknv
title: 192_GSE_16sec_20120526_2057.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/jl4fjc
title: 199_198_GSE_16sec_20120407_1648.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/ltve80
title: 199_198_GSM_16sec_20120407_1648.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/m4dkde
title: 195_GSM_16sec_20120427_1624.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/qgu0ox
title: 193_GSE_16sec_20120517_0148.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/rj4uws
title: 196_GSM_16sec_20120423_1824.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/zajaue
title: 196_GSE_16sec_20120423_1824.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/d76b6q
title: 199_OMNI_HRO_1MIN_44218_000.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/irfylb
title: 200_GSM_16sec_20120405_2125.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/k40pht
title: 19_GSM_16sec_20171018_0548.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/mv1tce
title: 202_arcade_photo.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/q44bw9
title: 202_arcade.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/uzowid
title: 202_GSM_16sec_20120326_2312.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/ytgrfv
title: 201_GSE_16sec_20120328_0136.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/zoico2
title: 202_GSE_16sec_20120326_2312.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/5yc0ew
title: 210_209_GSE_16sec_20120307_0024.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/7lgb7w
title: 205_GSM_16sec_20120318_0024.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/7suosh
title: 206_GSM_16sec_20120312_1736.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/cm172d
title: 205_GSE_16sec_20120318_0024.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/ekookh
title: 208_GSE_16sec_20120309_0426.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/j6fxjn
title: 208_GSM_16sec_20120309_0426.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/ss6exc
title: 209_OMNI_HRO_1MIN_39439_000.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/xfvhwn
title: 203_GSM_16sec_20120324_0024.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/zpqgnx
title: 20_GSM_16sec_20170910_1600.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/zsxv34
title: 204_GSM_16sec_20120321_0736.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/f1o7tx
title: 213_GSM_16sec_20120229_0912.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/gfk9is
title: 215_GSM_16sec_20120216_0636.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/lvt9iv
title: 210_209_GSM_16sec_20120307_0024.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/npfcwl
title: 216_GSE_16sec_20120210_2000.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/vqtaea
title: 212_GSM_16sec_20120304_1100.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/zgfxgi
title: 211_GSM_16sec_20120305_0400.png

description: :unav
DOI: 10.7910/dvn/qbqfxa/zncvnb
title: 214_GSM_16sec_20120223_0812.png

description: :unav
DOI: 10.3886/e111103
title: A Machine Learning Approach to Improving Occupational Income Scores

description: These files are the replication files for "A Machine Learning Approach to Improving Occupational Income Scores" by Martin Saavedra and Tate Twinam.<br><br>Abstract: Historical studies of labor markets frequently lack data on individual income. The occupational income score (OCCSCORE) is often used as an alternative measure of labor market outcomes. We consider the consequences of using OCCSCORE when researchers are interested in earnings regressions. We estimate race and gender earnings gaps in modern decennial Censuses as well as the 1915 Iowa State Census. Using OCCSCORE biases results towards zero and can result in gaps of the wrong sign. We use a machine learning approach to construct a new adjusted score based on industry, occupation, and demographics. The new income score provides estimates closer to earnings regressions. Lastly, we consider the consequences for estimates of intergenerational mobility elasticities.