README.md
In njahn82/inspirehep: Facilitating access to the INSPIRE HEP API
inspirehep - facilitating access to high-energy physics literature with R
This package gives access to INSPIRE HEP, a
comprehensive source for High-Energy Physics Literature.
API Documentation: https://inspirehep.net/info/hep/api
No API registration needed, no limits in place.
If you need to gather many records or in case you have many queries, please be
nice and consider the following options for bulk downloads:
See [this example how to work with the json dump
Installation
Get the development version from GitHub
install.packages("devtools")
devtools::install_github("njahn82/inspirehep")
Load inspirehep
library('inspirehep')
Basic usage
Use hep_search to search INSPIRE HEP, and hep_details to get detailed
information on the record-level.
Searching INSPIRE HEP
If you are familiar with the INSPIRE HEP web search, discovering literature
with hep_search is easy because the API supports all well-known search
features. Through the SPIRES syntax not only searching metadata is possible,
but also structured full-text queries are supported.
The INSPIRE HEP team gives search tips with a particular focus on the SPIRES
syntax: https://inspirehep.net/info/hep/search-tips
hep_search parses the resulting MARC XML and returns key metadata as
data.frame with the following columns:
| Variable | Description
|:----------------|:-----------------------------------------|
|id |INSPIRE HEP ID |
|title |title of work |
|author |first author |
|affiliation |first author affiliation (collapsed ";") |
|doi |Digital Object Identifier (DOI) |
|report_number |eprint id from the arXiv (collapsed ";") |
|date_reported |date of initial appearance of preprint |
|journal |journal title |
|volume |journal volume |
|issue |journal issue |
|keywords |controlled keywords (collapsed ";") |
|collection |collection information (collapsed ";") |
|license_url |re-use terms for full texts (e.g. CC) |
Keyword search
library(dplyr) # for pipes and tbl_df class
#>
#> Attaching package: 'dplyr'
#> The following objects are masked from 'package:stats':
#>
#> filter, lag
#> The following objects are masked from 'package:base':
#>
#> intersect, setdiff, setequal, union
hep_search("witten black hole", limit = 5) %>%
tbl_df()
#> 338 records found, retrieving 5
#> Source: local data frame [5 x 13]
#>
#> id
#> (chr)
#> 1 1436342
#> 2 1424377
#> 3 1418506
#> 4 1414220
#> 5 1409133
#> Variables not shown: title (chr), author (chr), affiliation (chr), doi
#> (chr), report_number (chr), date_reported (chr), journal (chr), volume
#> (chr), issue (chr), keywords (chr), collection (chr), licence_url (chr)
Exact Author search
INSPIRE HEP disambiguates author names. To search for an exact author, e.g.
Dominik Schwarz and get
the most frequent journals:
hep_search('exactauthor:D.J.Schwarz.1', limit = 250) %>%
group_by(journal) %>%
group_by(journal) %>%
summarise(counts = n()) %>%
arrange(desc(counts))
#> 150 records found, retrieving 150
#> Source: local data frame [39 x 2]
#>
#> journal counts
#> (chr) (int)
#> 1 Phys.Rev. 32
#> 2 NA 27
#> 3 Astron.Astrophys. 13
#> 4 Mon.Not.Roy.Astron.Soc. 11
#> 5 PoS 11
#> 6 JCAP 8
#> 7 Phys.Rev.Lett. 6
#> 8 Astropart.Phys. 3
#> 9 Phys.Lett. 3
#> 10 AIP Conf.Proc. 2
#> .. ... ...
Full-text search
Search in arXiv eprints:
hep_search('find ft "faster than light"', limit = 5) %>%
tbl_df()
#> 1312 records found, retrieving 5
#> Source: local data frame [5 x 13]
#>
#> id
#> (chr)
#> 1 1434969
#> 2 1432686
#> 3 1426682
#> 4 1426148
#> 5 1426037
#> Variables not shown: title (chr), author (chr), affiliation (chr), doi
#> (chr), report_number (chr), date_reported (chr), journal (chr), volume
#> (chr), issue (chr), keywords (chr), collection (chr), licence_url (chr)
Navigate through the search results
By default, 100 records are returned for each query. The parameter limit can
be used to control the number of records that you wish to retrieve.
To jump to a record, use the jrec parameter. For example, you want records 20
to 29, tell hep_search that you would like to start from record 20 and limit
your search results to 10 records.
hep_search('witten black hole', jrec = 20, limit = 10) %>%
tbl_df()
#> 338 records found, retrieving 10
#> Source: local data frame [10 x 13]
#>
#> id
#> (chr)
#> 1 1275695
#> 2 1261044
#> 3 1245231
#> 4 1243469
#> 5 1243443
#> 6 1242042
#> 7 1221741
#> 8 1221609
#> 9 1191210
#> 10 1115450
#> Variables not shown: title (chr), author (chr), affiliation (chr), doi
#> (chr), report_number (chr), date_reported (chr), journal (chr), volume
#> (chr), issue (chr), keywords (chr), collection (chr), licence_url (chr)
Last but not least, you can use batch_size to control the size of your
result pages. By default, batch_size groups 10 records into a single page.
The maximum number is 250. Please note that large values per page could cause
longer response times. Consider the bulk download options via OAI-PMH or the
json data dump if you need to get to work with a large set of INSPIRE records.
Get record details
Working with the json data dump
INSPIRE HEP offers data dumps to support working with large amounts of INSPIRE
HEP records. To prevent memory problems, load the json dump incrementally with
the jsonlite::stream_in function. The function supports custom handlers, so
you can apply your own function on the incoming stream.
Suppose we want to retrieve all cited HEP publications in 2015. In the example
of the INSPIRE HEP dump, load 500 records per iteration from the connection,
select the columns recid, citations and creation_data, and filter out
records published in 2015. The resulting data.frame is saved as temporary
file, which can be loaded into R again.
library(dplyr)
library(curl)
library(jsonlite)
con <- gzcon(curl("https://inspirehep.net/hep_records.json.gz"))
output <- file(tmp <- tempfile(), open = "wb")
stream_in(con, function(df){
df <- select(df, recid, citations, creation_date)
df <- filter(df, grepl('2015', creation_date))
stream_out(df, output, verbose = FALSE)
})
#> using a custom handler function.
#> opening gzcon input connection.
#>
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Found 430000 records...
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Found 431000 records...
Found 431500 records...
Found 432000 records...
Found 432500 records...
Found 433000 records...
Found 433500 records...
Found 434000 records...
Found 434500 records...
Found 435000 records...
Found 435500 records...
Found 436000 records...
Found 436500 records...
Found 437000 records...
Found 437500 records...
Found 438000 records...
Found 438500 records...
Found 439000 records...
Found 439500 records...
Found 440000 records...
Found 440500 records...
Found 441000 records...
Found 441500 records...
Found 442000 records...
Found 442500 records...
Found 443000 records...
Found 443500 records...
Found 444000 records...
Found 444500 records...
Found 445000 records...
Found 445500 records...
Found 446000 records...
Found 446500 records...
Found 447000 records...
Found 447500 records...
Found 448000 records...
Found 448500 records...
Found 449000 records...
Found 449500 records...
Found 450000 records...
Found 450500 records...
Found 451000 records...
Found 451500 records...
Found 452000 records...
Found 452500 records...
Found 453000 records...
Found 453500 records...
Found 454000 records...
Found 454500 records...
Found 455000 records...
Found 455500 records...
Found 456000 records...
Found 456500 records...
Found 457000 records...
Found 457500 records...
Found 458000 records...
Found 458500 records...
Found 459000 records...
Found 459500 records...
Found 460000 records...
Found 460500 records...
Found 461000 records...
Found 461500 records...
Found 462000 records...
Found 462500 records...
Found 463000 records...
Found 463500 records...
Found 464000 records...
Found 464500 records...
Found 465000 records...
Found 465500 records...
Found 466000 records...
Found 466500 records...
Found 467000 records...
Found 467500 records...
Found 468000 records...
Found 468500 records...
Found 469000 records...
Found 469500 records...
Found 470000 records...
Found 470500 records...
Found 471000 records...
Found 471500 records...
Found 472000 records...
Found 472500 records...
Found 473000 records...
Found 473500 records...
Found 474000 records...
Found 474500 records...
Found 475000 records...
Found 475500 records...
Found 476000 records...
Found 476500 records...
Found 477000 records...
Found 477500 records...
Found 478000 records...
Found 478500 records...
Found 479000 records...
Found 479500 records...
Found 480000 records...
Found 480500 records...
Found 481000 records...
Found 481500 records...
Found 482000 records...
Found 482500 records...
Found 483000 records...
Found 483500 records...
Found 484000 records...
Found 484500 records...
Found 485000 records...
Found 485500 records...
Found 486000 records...
Found 486500 records...
Found 487000 records...
Found 487500 records...
Found 488000 records...
Found 488500 records...
Found 489000 records...
Found 489500 records...
Found 490000 records...
Found 490500 records...
Found 491000 records...
Found 491500 records...
Found 492000 records...
Found 492500 records...
Found 493000 records...
Found 493500 records...
Found 494000 records...
Found 494500 records...
Found 495000 records...
Found 495500 records...
Found 496000 records...
Found 496500 records...
Found 497000 records...
Found 497500 records...
Found 498000 records...
Found 498500 records...
Found 499000 records...
Found 499500 records...
Found 5e+05 records...
Found 500500 records...
Found 501000 records...
Found 501500 records...
Found 502000 records...
Found 502500 records...
Found 503000 records...
Found 503500 records...
Found 504000 records...
Found 504500 records...
Found 505000 records...
Found 505500 records...
Found 506000 records...
Found 506500 records...
Found 507000 records...
Found 507500 records...
Found 508000 records...
Found 508500 records...
Found 509000 records...
Found 509500 records...
Found 510000 records...
Found 510500 records...
Found 511000 records...
Found 511500 records...
Found 512000 records...
Found 512500 records...
Found 513000 records...
Found 513500 records...
Found 514000 records...
Found 514500 records...
Found 515000 records...
Found 515500 records...
Found 516000 records...
Found 516500 records...
Found 517000 records...
Found 517500 records...
Found 518000 records...
Found 518500 records...
Found 519000 records...
Found 519500 records...
Found 520000 records...
Found 520500 records...
Found 521000 records...
Found 521500 records...
Found 522000 records...
Found 522500 records...
Found 523000 records...
Found 523500 records...
Found 524000 records...
Found 524500 records...
Found 525000 records...
Found 525500 records...
Found 526000 records...
Found 526500 records...
Found 527000 records...
Found 527500 records...
Found 528000 records...
Found 528500 records...
Found 529000 records...
Found 529500 records...
Found 530000 records...
Found 530500 records...
Found 531000 records...
Found 531500 records...
Found 532000 records...
Found 532500 records...
Found 533000 records...
Found 533500 records...
Found 534000 records...
Found 534500 records...
Found 535000 records...
Found 535500 records...
Found 536000 records...
Found 536500 records...
Found 537000 records...
Found 537500 records...
Found 538000 records...
Found 538500 records...
Found 539000 records...
Found 539500 records...
Found 540000 records...
Found 540500 records...
Found 541000 records...
Found 541500 records...
Found 542000 records...
Found 542500 records...
Found 543000 records...
Found 543500 records...
Found 544000 records...
Found 544500 records...
Found 545000 records...
Found 545500 records...
Found 546000 records...
Found 546500 records...
Found 547000 records...
Found 547500 records...
Found 548000 records...
Found 548500 records...
Found 549000 records...
Found 549500 records...
Found 550000 records...
Found 550500 records...
Found 551000 records...
Found 551500 records...
Found 552000 records...
Found 552500 records...
Found 553000 records...
Found 553500 records...
Found 554000 records...
Found 554500 records...
Found 555000 records...
Found 555500 records...
Found 556000 records...
Found 556500 records...
Found 557000 records...
Found 557500 records...
Found 558000 records...
Found 558500 records...
Found 559000 records...
Found 559500 records...
Found 560000 records...
Found 560500 records...
Found 561000 records...
Found 561500 records...
Found 562000 records...
Found 562500 records...
Found 563000 records...
Found 563500 records...
Found 564000 records...
Found 564500 records...
Found 565000 records...
Found 565500 records...
Found 566000 records...
Found 566500 records...
Found 567000 records...
Found 567500 records...
Found 568000 records...
Found 568500 records...
Found 569000 records...
Found 569500 records...
Found 570000 records...
Found 570500 records...
Found 571000 records...
Found 571500 records...
Found 572000 records...
Found 572500 records...
Found 573000 records...
Found 573500 records...
Found 574000 records...
Found 574500 records...
Found 575000 records...
Found 575500 records...
Found 576000 records...
Found 576500 records...
Found 577000 records...
Found 577500 records...
Found 578000 records...
Found 578500 records...
Found 579000 records...
Found 579500 records...
Found 580000 records...
Found 580500 records...
Found 581000 records...
Found 581500 records...
Found 582000 records...
Found 582500 records...
Found 583000 records...
Found 583500 records...
Found 584000 records...
Found 584500 records...
Found 585000 records...
Found 585500 records...
Found 586000 records...
Found 586500 records...
Found 587000 records...
Found 587500 records...
Found 588000 records...
Found 588500 records...
Found 589000 records...
Found 589500 records...
Found 590000 records...
Found 590500 records...
Found 591000 records...
Found 591500 records...
Found 592000 records...
Found 592500 records...
Found 593000 records...
Found 593500 records...
Found 594000 records...
Found 594500 records...
Found 595000 records...
Found 595500 records...
Found 596000 records...
Found 596500 records...
Found 597000 records...
Found 597500 records...
Found 598000 records...
Found 598500 records...
Found 599000 records...
Found 599500 records...
Found 6e+05 records...
Found 600500 records...
Found 601000 records...
Found 601500 records...
Found 602000 records...
Found 602500 records...
Found 603000 records...
Found 603500 records...
Found 604000 records...
Found 604500 records...
Found 605000 records...
Found 605500 records...
Found 606000 records...
Found 606500 records...
Found 607000 records...
Found 607500 records...
Found 608000 records...
Found 608500 records...
Found 609000 records...
Found 609500 records...
Found 610000 records...
Found 610500 records...
Found 611000 records...
Found 611500 records...
Found 612000 records...
Found 612500 records...
Found 613000 records...
Found 613500 records...
Found 614000 records...
Found 614500 records...
Found 615000 records...
Found 615500 records...
Found 616000 records...
Found 616500 records...
Found 617000 records...
Found 617500 records...
Found 618000 records...
Found 618500 records...
Found 619000 records...
Found 619500 records...
Found 620000 records...
Found 620500 records...
Found 621000 records...
Found 621500 records...
Found 622000 records...
Found 622500 records...
Found 623000 records...
Found 623500 records...
Found 624000 records...
Found 624500 records...
Found 625000 records...
Found 625500 records...
Found 626000 records...
Found 626500 records...
Found 627000 records...
Found 627500 records...
Found 628000 records...
Found 628500 records...
Found 629000 records...
Found 629500 records...
Found 630000 records...
Found 630500 records...
Found 631000 records...
Found 631500 records...
Found 632000 records...
Found 632500 records...
Found 633000 records...
Found 633500 records...
Found 634000 records...
Found 634500 records...
Found 635000 records...
Found 635500 records...
Found 636000 records...
Found 636500 records...
Found 637000 records...
Found 637500 records...
Found 638000 records...
Found 638500 records...
Found 639000 records...
Found 639500 records...
Found 640000 records...
Found 640500 records...
Found 641000 records...
Found 641500 records...
Found 642000 records...
Found 642500 records...
Found 643000 records...
Found 643500 records...
Found 644000 records...
Found 644500 records...
Found 645000 records...
Found 645500 records...
Found 646000 records...
Found 646500 records...
Found 647000 records...
Found 647500 records...
Found 648000 records...
Found 648500 records...
Found 649000 records...
Found 649500 records...
Found 650000 records...
Found 650500 records...
Found 651000 records...
Found 651500 records...
Found 652000 records...
Found 652500 records...
Found 653000 records...
Found 653500 records...
Found 654000 records...
Found 654500 records...
Found 655000 records...
Found 655500 records...
Found 656000 records...
Found 656500 records...
Found 657000 records...
Found 657500 records...
Found 658000 records...
Found 658500 records...
Found 659000 records...
Found 659500 records...
Found 660000 records...
Found 660500 records...
Found 661000 records...
Found 661500 records...
Found 662000 records...
Found 662500 records...
Found 663000 records...
Found 663500 records...
Found 664000 records...
Found 664500 records...
Found 665000 records...
Found 665500 records...
Found 666000 records...
Found 666500 records...
Found 667000 records...
Found 667500 records...
Found 668000 records...
Found 668500 records...
Found 669000 records...
Found 669500 records...
Found 670000 records...
Found 670500 records...
Found 671000 records...
Found 671500 records...
Found 672000 records...
Found 672500 records...
Found 673000 records...
Found 673500 records...
Found 674000 records...
Found 674500 records...
Found 675000 records...
Found 675500 records...
Found 676000 records...
Found 676500 records...
Found 677000 records...
Found 677500 records...
Found 678000 records...
Found 678500 records...
Found 679000 records...
Found 679500 records...
Found 680000 records...
Found 680500 records...
Found 681000 records...
Found 681500 records...
Found 682000 records...
Found 682500 records...
Found 683000 records...
Found 683500 records...
Found 684000 records...
Found 684500 records...
Found 685000 records...
Found 685500 records...
Found 686000 records...
Found 686500 records...
Found 687000 records...
Found 687500 records...
Found 688000 records...
Found 688500 records...
Found 689000 records...
Found 689500 records...
Found 690000 records...
Found 690500 records...
Found 691000 records...
Found 691500 records...
Found 692000 records...
Found 692500 records...
Found 693000 records...
Found 693500 records...
Found 694000 records...
Found 694500 records...
Found 695000 records...
Found 695500 records...
Found 696000 records...
Found 696500 records...
Found 697000 records...
Found 697500 records...
Found 698000 records...
Found 698500 records...
Found 699000 records...
Found 699500 records...
Found 7e+05 records...
Found 700500 records...
Found 701000 records...
Found 701500 records...
Found 702000 records...
Found 702500 records...
Found 703000 records...
Found 703500 records...
Found 704000 records...
Found 704500 records...
Found 705000 records...
Found 705500 records...
Found 706000 records...
Found 706500 records...
Found 707000 records...
Found 707500 records...
Found 708000 records...
Found 708500 records...
Found 709000 records...
Found 709500 records...
Found 710000 records...
Found 710500 records...
Found 711000 records...
Found 711500 records...
Found 712000 records...
Found 712500 records...
Found 713000 records...
Found 713500 records...
Found 714000 records...
Found 714500 records...
Found 715000 records...
Found 715500 records...
Found 716000 records...
Found 716500 records...
Found 717000 records...
Found 717500 records...
Found 718000 records...
Found 718500 records...
Found 719000 records...
Found 719500 records...
Found 720000 records...
Found 720500 records...
Found 721000 records...
Found 721500 records...
Found 722000 records...
Found 722500 records...
Found 723000 records...
Found 723500 records...
Found 724000 records...
Found 724500 records...
Found 725000 records...
Found 725500 records...
Found 726000 records...
Found 726500 records...
Found 727000 records...
Found 727500 records...
Found 728000 records...
Found 728500 records...
Found 729000 records...
Found 729500 records...
Found 730000 records...
Found 730500 records...
Found 731000 records...
Found 731500 records...
Found 732000 records...
Found 732500 records...
Found 733000 records...
Found 733500 records...
Found 734000 records...
Found 734500 records...
Found 735000 records...
Found 735500 records...
Found 736000 records...
Found 736500 records...
Found 737000 records...
Found 737500 records...
Found 738000 records...
Found 738500 records...
Found 739000 records...
Found 739500 records...
Found 740000 records...
Found 740500 records...
Found 741000 records...
Found 741500 records...
Found 742000 records...
Found 742500 records...
Found 743000 records...
Found 743500 records...
Found 744000 records...
Found 744500 records...
Found 745000 records...
Found 745500 records...
Found 746000 records...
Found 746500 records...
Found 747000 records...
Found 747500 records...
Found 748000 records...
Found 748500 records...
Found 749000 records...
Found 749500 records...
Found 750000 records...
Found 750500 records...
Found 751000 records...
Found 751500 records...
Found 752000 records...
Found 752500 records...
Found 753000 records...
Found 753500 records...
Found 754000 records...
Found 754500 records...
Found 755000 records...
Found 755500 records...
Found 756000 records...
Found 756500 records...
Found 757000 records...
Found 757500 records...
Found 758000 records...
Found 758500 records...
Found 759000 records...
Found 759500 records...
Found 760000 records...
Found 760500 records...
Found 761000 records...
Found 761500 records...
Found 762000 records...
Found 762500 records...
Found 763000 records...
Found 763500 records...
Found 764000 records...
Found 764500 records...
Found 765000 records...
Found 765500 records...
Found 766000 records...
Found 766500 records...
Found 767000 records...
Found 767500 records...
Found 768000 records...
Found 768500 records...
Found 769000 records...
Found 769500 records...
Found 770000 records...
Found 770500 records...
Found 771000 records...
Found 771500 records...
Found 772000 records...
Found 772500 records...
Found 773000 records...
Found 773500 records...
Found 774000 records...
Found 774500 records...
Found 775000 records...
Found 775500 records...
Found 776000 records...
Found 776500 records...
Found 777000 records...
Found 777500 records...
Found 778000 records...
Found 778500 records...
Found 779000 records...
Found 779500 records...
Found 780000 records...
Found 780500 records...
Found 781000 records...
Found 781500 records...
Found 782000 records...
Found 782500 records...
Found 783000 records...
Found 783500 records...
Found 784000 records...
Found 784500 records...
Found 785000 records...
Found 785500 records...
Found 786000 records...
Found 786500 records...
Found 787000 records...
Found 787500 records...
Found 788000 records...
Found 788500 records...
Found 789000 records...
Found 789500 records...
Found 790000 records...
Found 790500 records...
Found 791000 records...
Found 791500 records...
Found 792000 records...
Found 792500 records...
Found 793000 records...
Found 793500 records...
Found 794000 records...
Found 794500 records...
Found 795000 records...
Found 795500 records...
Found 796000 records...
Found 796500 records...
Found 797000 records...
Found 797500 records...
Found 798000 records...
Found 798500 records...
Found 799000 records...
Found 799500 records...
Found 8e+05 records...
Found 800500 records...
Found 801000 records...
Found 801500 records...
Found 802000 records...
Found 802500 records...
Found 803000 records...
Found 803500 records...
Found 804000 records...
Found 804500 records...
Found 805000 records...
Found 805500 records...
Found 806000 records...
Found 806500 records...
Found 807000 records...
Found 807500 records...
Found 808000 records...
Found 808500 records...
Found 809000 records...
Found 809500 records...
Found 810000 records...
Found 810500 records...
Found 811000 records...
Found 811500 records...
Found 812000 records...
Found 812500 records...
Found 813000 records...
Found 813500 records...
Found 814000 records...
Found 814500 records...
Found 815000 records...
Found 815500 records...
Found 816000 records...
Found 816500 records...
Found 817000 records...
Found 817500 records...
Found 818000 records...
Found 818500 records...
Found 819000 records...
Found 819500 records...
Found 820000 records...
Found 820500 records...
Found 821000 records...
Found 821500 records...
Found 822000 records...
Found 822500 records...
Found 823000 records...
Found 823500 records...
Found 824000 records...
Found 824500 records...
Found 825000 records...
Found 825500 records...
Found 826000 records...
Found 826500 records...
Found 827000 records...
Found 827500 records...
Found 828000 records...
Found 828500 records...
Found 829000 records...
Found 829500 records...
Found 830000 records...
Found 830500 records...
Found 831000 records...
Found 831500 records...
Found 832000 records...
Found 832500 records...
Found 833000 records...
Found 833500 records...
Found 834000 records...
Found 834500 records...
Found 835000 records...
Found 835500 records...
Found 836000 records...
Found 836500 records...
Found 837000 records...
Found 837500 records...
Found 838000 records...
Found 838500 records...
Found 839000 records...
Found 839500 records...
Found 840000 records...
Found 840500 records...
Found 841000 records...
Found 841500 records...
Found 842000 records...
Found 842500 records...
Found 843000 records...
Found 843500 records...
Found 844000 records...
Found 844500 records...
Found 845000 records...
Found 845500 records...
Found 846000 records...
Found 846500 records...
Found 847000 records...
Found 847500 records...
Found 848000 records...
Found 848500 records...
Found 849000 records...
Found 849500 records...
Found 850000 records...
Found 850500 records...
Found 851000 records...
Found 851500 records...
Found 852000 records...
Found 852500 records...
Found 853000 records...
Found 853500 records...
Found 854000 records...
Found 854500 records...
Found 855000 records...
Found 855500 records...
Found 856000 records...
Found 856500 records...
Found 857000 records...
Found 857500 records...
Found 858000 records...
Found 858500 records...
Found 859000 records...
Found 859500 records...
Found 860000 records...
Found 860500 records...
Found 861000 records...
Found 861500 records...
Found 862000 records...
Found 862500 records...
Found 863000 records...
Found 863500 records...
Found 864000 records...
Found 864500 records...
Found 865000 records...
Found 865500 records...
Found 866000 records...
Found 866500 records...
Found 867000 records...
Found 867500 records...
Found 868000 records...
Found 868500 records...
Found 869000 records...
Found 869500 records...
Found 870000 records...
Found 870500 records...
Found 871000 records...
Found 871500 records...
Found 872000 records...
Found 872500 records...
Found 873000 records...
Found 873500 records...
Found 874000 records...
Found 874500 records...
Found 875000 records...
Found 875500 records...
Found 876000 records...
Found 876500 records...
Found 877000 records...
Found 877500 records...
Found 878000 records...
Found 878500 records...
Found 879000 records...
Found 879500 records...
Found 880000 records...
Found 880500 records...
Found 881000 records...
Found 881500 records...
Found 882000 records...
Found 882500 records...
Found 883000 records...
Found 883500 records...
Found 884000 records...
Found 884500 records...
Found 885000 records...
Found 885500 records...
Found 886000 records...
Found 886500 records...
Found 887000 records...
Found 887500 records...
Found 888000 records...
Found 888500 records...
Found 889000 records...
Found 889500 records...
Found 890000 records...
Found 890500 records...
Found 891000 records...
Found 891500 records...
Found 892000 records...
Found 892500 records...
Found 893000 records...
Found 893500 records...
Found 894000 records...
Found 894500 records...
Found 895000 records...
Found 895500 records...
Found 896000 records...
Found 896500 records...
Found 897000 records...
Found 897500 records...
Found 898000 records...
Found 898500 records...
Found 899000 records...
Found 899500 records...
Found 9e+05 records...
Found 900500 records...
Found 901000 records...
Found 901500 records...
Found 902000 records...
Found 902500 records...
Found 903000 records...
Found 903500 records...
Found 904000 records...
Found 904500 records...
Found 905000 records...
Found 905500 records...
Found 906000 records...
Found 906500 records...
Found 907000 records...
Found 907500 records...
Found 908000 records...
Found 908500 records...
Found 909000 records...
Found 909500 records...
Found 910000 records...
Found 910500 records...
Found 911000 records...
Found 911500 records...
Found 912000 records...
Found 912500 records...
Found 913000 records...
Found 913500 records...
Found 914000 records...
Found 914500 records...
Found 915000 records...
Found 915500 records...
Found 916000 records...
Found 916500 records...
Found 917000 records...
Found 917500 records...
Found 918000 records...
Found 918500 records...
Found 919000 records...
Found 919500 records...
Found 920000 records...
Found 920500 records...
Found 921000 records...
Found 921500 records...
Found 922000 records...
Found 922500 records...
Found 923000 records...
Found 923500 records...
Found 924000 records...
Found 924500 records...
Found 925000 records...
Found 925500 records...
Found 926000 records...
Found 926500 records...
Found 927000 records...
Found 927500 records...
Found 928000 records...
Found 928500 records...
Found 929000 records...
Found 929500 records...
Found 930000 records...
Found 930500 records...
Found 931000 records...
Found 931500 records...
Found 932000 records...
Found 932500 records...
Found 933000 records...
Found 933500 records...
Found 934000 records...
Found 934500 records...
Found 935000 records...
Found 935500 records...
Found 936000 records...
Found 936500 records...
Found 937000 records...
Found 937500 records...
Found 938000 records...
Found 938500 records...
Found 939000 records...
Found 939500 records...
Found 940000 records...
Found 940500 records...
Found 941000 records...
Found 941500 records...
Found 942000 records...
Found 942500 records...
Found 943000 records...
Found 943500 records...
Found 944000 records...
Found 944500 records...
Found 945000 records...
Found 945500 records...
Found 946000 records...
Found 946500 records...
Found 947000 records...
Found 947500 records...
Found 948000 records...
Found 948500 records...
Found 949000 records...
Found 949500 records...
Found 950000 records...
Found 950500 records...
Found 951000 records...
Found 951500 records...
Found 952000 records...
Found 952500 records...
Found 953000 records...
Found 953500 records...
Found 954000 records...
Found 954500 records...
Found 955000 records...
Found 955500 records...
Found 956000 records...
Found 956500 records...
Found 957000 records...
Found 957500 records...
Found 958000 records...
Found 958500 records...
Found 959000 records...
Found 959500 records...
Found 960000 records...
Found 960500 records...
Found 961000 records...
Found 961500 records...
Found 962000 records...
Found 962500 records...
Found 963000 records...
Found 963500 records...
Found 964000 records...
Found 964500 records...
Found 965000 records...
Found 965500 records...
Found 966000 records...
Found 966500 records...
Found 967000 records...
Found 967500 records...
Found 968000 records...
Found 968500 records...
Found 969000 records...
Found 969500 records...
Found 970000 records...
Found 970500 records...
Found 971000 records...
Found 971500 records...
Found 972000 records...
Found 972500 records...
Found 973000 records...
Found 973500 records...
Found 974000 records...
Found 974500 records...
Found 975000 records...
Found 975500 records...
Found 976000 records...
Found 976500 records...
Found 977000 records...
Found 977500 records...
Found 978000 records...
Found 978500 records...
Found 979000 records...
Found 979500 records...
Found 980000 records...
Found 980500 records...
Found 981000 records...
Found 981500 records...
Found 982000 records...
Found 982500 records...
Found 983000 records...
Found 983500 records...
Found 984000 records...
Found 984500 records...
Found 985000 records...
Found 985500 records...
Found 986000 records...
Found 986500 records...
Found 987000 records...
Found 987500 records...
Found 988000 records...
Found 988500 records...
Found 989000 records...
Found 989500 records...
Found 990000 records...
Found 990500 records...
Found 991000 records...
Found 991500 records...
Found 992000 records...
Found 992500 records...
Found 993000 records...
Found 993500 records...
Found 994000 records...
Found 994500 records...
Found 995000 records...
Found 995500 records...
Found 996000 records...
Found 996500 records...
Found 997000 records...
Found 997500 records...
Found 998000 records...
Found 998500 records...
Found 999000 records...
Found 999500 records...
Found 1e+06 records...
Found 1000500 records...
Found 1001000 records...
Found 1001500 records...
Found 1002000 records...
Found 1002500 records...
Found 1003000 records...
Found 1003500 records...
Found 1004000 records...
Found 1004500 records...
Found 1005000 records...
Found 1005500 records...
Found 1006000 records...
Found 1006500 records...
Found 1007000 records...
Found 1007500 records...
Found 1008000 records...
Found 1008500 records...
Found 1009000 records...
Found 1009500 records...
Found 1010000 records...
Found 1010500 records...
Found 1011000 records...
Found 1011500 records...
Found 1012000 records...
Found 1012500 records...
Found 1013000 records...
Found 1013500 records...
Found 1014000 records...
Found 1014500 records...
Found 1015000 records...
Found 1015500 records...
Found 1016000 records...
Found 1016500 records...
Found 1017000 records...
Found 1017500 records...
Found 1018000 records...
Found 1018500 records...
Found 1019000 records...
Found 1019500 records...
Found 1020000 records...
Found 1020500 records...
Found 1021000 records...
Found 1021500 records...
Found 1022000 records...
Found 1022500 records...
Found 1023000 records...
Found 1023500 records...
Found 1024000 records...
Found 1024500 records...
Found 1025000 records...
Found 1025500 records...
Found 1026000 records...
Found 1026500 records...
Found 1027000 records...
Found 1027500 records...
Found 1028000 records...
Found 1028500 records...
Found 1029000 records...
Found 1029500 records...
Found 1030000 records...
Found 1030500 records...
Found 1031000 records...
Found 1031500 records...
Found 1032000 records...
Found 1032500 records...
Found 1033000 records...
Found 1033500 records...
Found 1034000 records...
Found 1034500 records...
Found 1035000 records...
Found 1035500 records...
Found 1036000 records...
Found 1036500 records...
Found 1037000 records...
Found 1037500 records...
Found 1038000 records...
Found 1038500 records...
Found 1039000 records...
Found 1039500 records...
Found 1040000 records...
Found 1040500 records...
Found 1041000 records...
Found 1041500 records...
Found 1042000 records...
Found 1042500 records...
Found 1043000 records...
Found 1043500 records...
Found 1044000 records...
Found 1044500 records...
Found 1045000 records...
Found 1045500 records...
Found 1046000 records...
Found 1046500 records...
Found 1047000 records...
Found 1047500 records...
Found 1048000 records...
Found 1048500 records...
Found 1049000 records...
Found 1049500 records...
Found 1050000 records...
Found 1050500 records...
Found 1051000 records...
Found 1051500 records...
Found 1052000 records...
Found 1052500 records...
Found 1053000 records...
Found 1053500 records...
Found 1054000 records...
Found 1054500 records...
Found 1055000 records...
Found 1055500 records...
Found 1056000 records...
Found 1056500 records...
Found 1057000 records...
Found 1057500 records...
Found 1058000 records...
Found 1058500 records...
Found 1059000 records...
Found 1059500 records...
Found 1060000 records...
Found 1060500 records...
Found 1061000 records...
Found 1061500 records...
Found 1062000 records...
Found 1062500 records...
Found 1063000 records...
Found 1063500 records...
Found 1064000 records...
Found 1064500 records...
Found 1065000 records...
Found 1065500 records...
Found 1066000 records...
Found 1066500 records...
Found 1067000 records...
Found 1067500 records...
Found 1068000 records...
Found 1068500 records...
Found 1069000 records...
Found 1069500 records...
Found 1070000 records...
Found 1070500 records...
Found 1071000 records...
Found 1071500 records...
Found 1072000 records...
Found 1072500 records...
Found 1073000 records...
Found 1073500 records...
Found 1074000 records...
Found 1074500 records...
Found 1075000 records...
Found 1075500 records...
Found 1076000 records...
Found 1076500 records...
Found 1077000 records...
Found 1077500 records...
Found 1078000 records...
Found 1078500 records...
Found 1079000 records...
Found 1079500 records...
Found 1080000 records...
Found 1080500 records...
Found 1081000 records...
Found 1081500 records...
Found 1082000 records...
Found 1082500 records...
Found 1083000 records...
Found 1083500 records...
Found 1084000 records...
Found 1084500 records...
Found 1085000 records...
Found 1085500 records...
Found 1086000 records...
Found 1086500 records...
Found 1087000 records...
Found 1087500 records...
Found 1088000 records...
Found 1088500 records...
Found 1089000 records...
Found 1089500 records...
Found 1090000 records...
Found 1090500 records...
Found 1091000 records...
Found 1091500 records...
Found 1092000 records...
Found 1092500 records...
Found 1093000 records...
Found 1093500 records...
Found 1094000 records...
Found 1094500 records...
Found 1095000 records...
Found 1095500 records...
Found 1096000 records...
Found 1096500 records...
Found 1097000 records...
Found 1097500 records...
Found 1098000 records...
Found 1098500 records...
Found 1099000 records...
Found 1099500 records...
Found 1100000 records...
Found 1100500 records...
Found 1101000 records...
Found 1101500 records...
Found 1102000 records...
Found 1102500 records...
Found 1103000 records...
Found 1103500 records...
Found 1104000 records...
Found 1104500 records...
Found 1105000 records...
Found 1105500 records...
Found 1106000 records...
Found 1106500 records...
Found 1107000 records...
Found 1107500 records...
Found 1108000 records...
Found 1108500 records...
Found 1109000 records...
Found 1109500 records...
Found 1110000 records...
Found 1110500 records...
Found 1111000 records...
Found 1111500 records...
Found 1112000 records...
Found 1112500 records...
Found 1113000 records...
Found 1113500 records...
Found 1114000 records...
Found 1114500 records...
Found 1115000 records...
Found 1115500 records...
Found 1116000 records...
Found 1116500 records...
Found 1117000 records...
Found 1117500 records...
Found 1118000 records...
Found 1118500 records...
Found 1119000 records...
Found 1119500 records...
Found 1120000 records...
Found 1120500 records...
Found 1121000 records...
Found 1121500 records...
Found 1122000 records...
Found 1122500 records...
Found 1123000 records...
Found 1123500 records...
Found 1124000 records...
Found 1124500 records...
Found 1125000 records...
Found 1125500 records...
Found 1126000 records...
Found 1126500 records...
Found 1127000 records...
Found 1127500 records...
Found 1128000 records...
Found 1128500 records...
Found 1129000 records...
Found 1129500 records...
Found 1130000 records...
Found 1130500 records...
Found 1131000 records...
Found 1131500 records...
Found 1132000 records...
Found 1132500 records...
Found 1133000 records...
Found 1133500 records...
Found 1134000 records...
Found 1134500 records...
Found 1134801 records...
#> closing gzcon input connection.
close(output)
mydata <- stream_in(file(tmp))
#> opening file input connection.
#>
Found 500 records...
Found 1000 records...
Found 1500 records...
Found 2000 records...
Found 2500 records...
Found 3000 records...
Found 3500 records...
Found 4000 records...
Found 4500 records...
Found 5000 records...
Found 5500 records...
Found 6000 records...
Found 6500 records...
Found 7000 records...
Found 7500 records...
Found 8000 records...
Found 8500 records...
Found 9000 records...
Found 9500 records...
Found 10000 records...
Found 10500 records...
Found 11000 records...
Found 11500 records...
Found 12000 records...
Found 12500 records...
Found 13000 records...
Found 13500 records...
Found 14000 records...
Found 14500 records...
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Found 15500 records...
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Found 16500 records...
Found 17000 records...
Found 17500 records...
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Found 18500 records...
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Found 23500 records...
Found 24000 records...
Found 24500 records...
Found 25000 records...
Found 25500 records...
Found 26000 records...
Found 26500 records...
Found 27000 records...
Found 27500 records...
Found 28000 records...
Found 28500 records...
Found 29000 records...
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Found 30000 records...
Found 30500 records...
Found 31000 records...
Found 31500 records...
Found 32000 records...
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Found 33000 records...
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Found 34000 records...
Found 34500 records...
Found 35000 records...
Found 35500 records...
Found 36000 records...
Found 36500 records...
Found 36980 records...
Imported 36980 records. Simplifying into dataframe...
#> closing file input connection.
tbl_df(mydata)
#> Source: local data frame [36,980 x 3]
#>
#> recid citations creation_date
#> (int) (chr) (chr)
#> 1 889233 <int[2]> 2015-03-07
#> 2 1126172 <int[1]> 2015
#> 3 1210249 <int[1]> 2015-02-05
#> 4 1249502 <int[20]> 2015-02-17
#> 5 1254956 <int[0]> 2015-01-28
#> 6 1263139 <int[1]> 2015-11-30
#> 7 1263578 <int[1]> 2015-11-24
#> 8 1265363 <int[2]> 2015-11-24
#> 9 1268600 <int[0]> 2015
#> 10 1269662 <int[3]> 2015-04-16
#> .. ... ... ...
This strategy originates from this Jeroen Ooms talk on jsonlite and using Mongo DB
to be added
Meta
Please note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms.
Licence: MIT (c) Najko Jahn
For bug reports or feature requests please use the issue tracker.
njahn82/inspirehep documentation built on May 23, 2019, 7:06 p.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
inspirehep - facilitating access to high-energy physics literature with R
This package gives access to INSPIRE HEP, a comprehensive source for High-Energy Physics Literature.
API Documentation: https://inspirehep.net/info/hep/api
No API registration needed, no limits in place.
If you need to gather many records or in case you have many queries, please be nice and consider the following options for bulk downloads:
See [this example how to work with the json dump
Installation
Get the development version from GitHub
install.packages("devtools")
devtools::install_github("njahn82/inspirehep")
Load inspirehep
library('inspirehep')
Basic usage
Use hep_search to search INSPIRE HEP, and hep_details to get detailed
information on the record-level.
Searching INSPIRE HEP
If you are familiar with the INSPIRE HEP web search, discovering literature
with hep_search is easy because the API supports all well-known search
features. Through the SPIRES syntax not only searching metadata is possible,
but also structured full-text queries are supported.
The INSPIRE HEP team gives search tips with a particular focus on the SPIRES syntax: https://inspirehep.net/info/hep/search-tips
hep_search parses the resulting MARC XML and returns key metadata as
data.frame with the following columns:
| Variable | Description |:----------------|:-----------------------------------------| |id |INSPIRE HEP ID | |title |title of work | |author |first author | |affiliation |first author affiliation (collapsed ";") | |doi |Digital Object Identifier (DOI) | |report_number |eprint id from the arXiv (collapsed ";") | |date_reported |date of initial appearance of preprint | |journal |journal title | |volume |journal volume | |issue |journal issue | |keywords |controlled keywords (collapsed ";") | |collection |collection information (collapsed ";") | |license_url |re-use terms for full texts (e.g. CC) |
Keyword search
library(dplyr) # for pipes and tbl_df class
#>
#> Attaching package: 'dplyr'
#> The following objects are masked from 'package:stats':
#>
#> filter, lag
#> The following objects are masked from 'package:base':
#>
#> intersect, setdiff, setequal, union
hep_search("witten black hole", limit = 5) %>%
tbl_df()
#> 338 records found, retrieving 5
#> Source: local data frame [5 x 13]
#>
#> id
#> (chr)
#> 1 1436342
#> 2 1424377
#> 3 1418506
#> 4 1414220
#> 5 1409133
#> Variables not shown: title (chr), author (chr), affiliation (chr), doi
#> (chr), report_number (chr), date_reported (chr), journal (chr), volume
#> (chr), issue (chr), keywords (chr), collection (chr), licence_url (chr)
Exact Author search
INSPIRE HEP disambiguates author names. To search for an exact author, e.g. Dominik Schwarz and get the most frequent journals:
hep_search('exactauthor:D.J.Schwarz.1', limit = 250) %>%
group_by(journal) %>%
group_by(journal) %>%
summarise(counts = n()) %>%
arrange(desc(counts))
#> 150 records found, retrieving 150
#> Source: local data frame [39 x 2]
#>
#> journal counts
#> (chr) (int)
#> 1 Phys.Rev. 32
#> 2 NA 27
#> 3 Astron.Astrophys. 13
#> 4 Mon.Not.Roy.Astron.Soc. 11
#> 5 PoS 11
#> 6 JCAP 8
#> 7 Phys.Rev.Lett. 6
#> 8 Astropart.Phys. 3
#> 9 Phys.Lett. 3
#> 10 AIP Conf.Proc. 2
#> .. ... ...
Full-text search
Search in arXiv eprints:
hep_search('find ft "faster than light"', limit = 5) %>%
tbl_df()
#> 1312 records found, retrieving 5
#> Source: local data frame [5 x 13]
#>
#> id
#> (chr)
#> 1 1434969
#> 2 1432686
#> 3 1426682
#> 4 1426148
#> 5 1426037
#> Variables not shown: title (chr), author (chr), affiliation (chr), doi
#> (chr), report_number (chr), date_reported (chr), journal (chr), volume
#> (chr), issue (chr), keywords (chr), collection (chr), licence_url (chr)
Navigate through the search results
By default, 100 records are returned for each query. The parameter limit can
be used to control the number of records that you wish to retrieve.
To jump to a record, use the jrec parameter. For example, you want records 20
to 29, tell hep_search that you would like to start from record 20 and limit
your search results to 10 records.
hep_search('witten black hole', jrec = 20, limit = 10) %>%
tbl_df()
#> 338 records found, retrieving 10
#> Source: local data frame [10 x 13]
#>
#> id
#> (chr)
#> 1 1275695
#> 2 1261044
#> 3 1245231
#> 4 1243469
#> 5 1243443
#> 6 1242042
#> 7 1221741
#> 8 1221609
#> 9 1191210
#> 10 1115450
#> Variables not shown: title (chr), author (chr), affiliation (chr), doi
#> (chr), report_number (chr), date_reported (chr), journal (chr), volume
#> (chr), issue (chr), keywords (chr), collection (chr), licence_url (chr)
Last but not least, you can use batch_size to control the size of your
result pages. By default, batch_size groups 10 records into a single page.
The maximum number is 250. Please note that large values per page could cause
longer response times. Consider the bulk download options via OAI-PMH or the
json data dump if you need to get to work with a large set of INSPIRE records.
Get record details
Working with the json data dump
INSPIRE HEP offers data dumps to support working with large amounts of INSPIRE
HEP records. To prevent memory problems, load the json dump incrementally with
the jsonlite::stream_in function. The function supports custom handlers, so
you can apply your own function on the incoming stream.
Suppose we want to retrieve all cited HEP publications in 2015. In the example
of the INSPIRE HEP dump, load 500 records per iteration from the connection,
select the columns recid, citations and creation_data, and filter out
records published in 2015. The resulting data.frame is saved as temporary
file, which can be loaded into R again.
library(dplyr)
library(curl)
library(jsonlite)
con <- gzcon(curl("https://inspirehep.net/hep_records.json.gz"))
output <- file(tmp <- tempfile(), open = "wb")
stream_in(con, function(df){
df <- select(df, recid, citations, creation_date)
df <- filter(df, grepl('2015', creation_date))
stream_out(df, output, verbose = FALSE)
})
#> using a custom handler function.
#> opening gzcon input connection.
#>
Found 500 records...
Found 1000 records...
Found 1500 records...
Found 2000 records...
Found 2500 records...
Found 3000 records...
Found 3500 records...
Found 4000 records...
Found 4500 records...
Found 5000 records...
Found 5500 records...
Found 6000 records...
Found 6500 records...
Found 7000 records...
Found 7500 records...
Found 8000 records...
Found 8500 records...
Found 9000 records...
Found 9500 records...
Found 10000 records...
Found 10500 records...
Found 11000 records...
Found 11500 records...
Found 12000 records...
Found 12500 records...
Found 13000 records...
Found 13500 records...
Found 14000 records...
Found 14500 records...
Found 15000 records...
Found 15500 records...
Found 16000 records...
Found 16500 records...
Found 17000 records...
Found 17500 records...
Found 18000 records...
Found 18500 records...
Found 19000 records...
Found 19500 records...
Found 20000 records...
Found 20500 records...
Found 21000 records...
Found 21500 records...
Found 22000 records...
Found 22500 records...
Found 23000 records...
Found 23500 records...
Found 24000 records...
Found 24500 records...
Found 25000 records...
Found 25500 records...
Found 26000 records...
Found 26500 records...
Found 27000 records...
Found 27500 records...
Found 28000 records...
Found 28500 records...
Found 29000 records...
Found 29500 records...
Found 30000 records...
Found 30500 records...
Found 31000 records...
Found 31500 records...
Found 32000 records...
Found 32500 records...
Found 33000 records...
Found 33500 records...
Found 34000 records...
Found 34500 records...
Found 35000 records...
Found 35500 records...
Found 36000 records...
Found 36500 records...
Found 37000 records...
Found 37500 records...
Found 38000 records...
Found 38500 records...
Found 39000 records...
Found 39500 records...
Found 40000 records...
Found 40500 records...
Found 41000 records...
Found 41500 records...
Found 42000 records...
Found 42500 records...
Found 43000 records...
Found 43500 records...
Found 44000 records...
Found 44500 records...
Found 45000 records...
Found 45500 records...
Found 46000 records...
Found 46500 records...
Found 47000 records...
Found 47500 records...
Found 48000 records...
Found 48500 records...
Found 49000 records...
Found 49500 records...
Found 50000 records...
Found 50500 records...
Found 51000 records...
Found 51500 records...
Found 52000 records...
Found 52500 records...
Found 53000 records...
Found 53500 records...
Found 54000 records...
Found 54500 records...
Found 55000 records...
Found 55500 records...
Found 56000 records...
Found 56500 records...
Found 57000 records...
Found 57500 records...
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Found 59500 records...
Found 60000 records...
Found 60500 records...
Found 61000 records...
Found 61500 records...
Found 62000 records...
Found 62500 records...
Found 63000 records...
Found 63500 records...
Found 64000 records...
Found 64500 records...
Found 65000 records...
Found 65500 records...
Found 66000 records...
Found 66500 records...
Found 67000 records...
Found 67500 records...
Found 68000 records...
Found 68500 records...
Found 69000 records...
Found 69500 records...
Found 70000 records...
Found 70500 records...
Found 71000 records...
Found 71500 records...
Found 72000 records...
Found 72500 records...
Found 73000 records...
Found 73500 records...
Found 74000 records...
Found 74500 records...
Found 75000 records...
Found 75500 records...
Found 76000 records...
Found 76500 records...
Found 77000 records...
Found 77500 records...
Found 78000 records...
Found 78500 records...
Found 79000 records...
Found 79500 records...
Found 80000 records...
Found 80500 records...
Found 81000 records...
Found 81500 records...
Found 82000 records...
Found 82500 records...
Found 83000 records...
Found 83500 records...
Found 84000 records...
Found 84500 records...
Found 85000 records...
Found 85500 records...
Found 86000 records...
Found 86500 records...
Found 87000 records...
Found 87500 records...
Found 88000 records...
Found 88500 records...
Found 89000 records...
Found 89500 records...
Found 90000 records...
Found 90500 records...
Found 91000 records...
Found 91500 records...
Found 92000 records...
Found 92500 records...
Found 93000 records...
Found 93500 records...
Found 94000 records...
Found 94500 records...
Found 95000 records...
Found 95500 records...
Found 96000 records...
Found 96500 records...
Found 97000 records...
Found 97500 records...
Found 98000 records...
Found 98500 records...
Found 99000 records...
Found 99500 records...
Found 1e+05 records...
Found 100500 records...
Found 101000 records...
Found 101500 records...
Found 102000 records...
Found 102500 records...
Found 103000 records...
Found 103500 records...
Found 104000 records...
Found 104500 records...
Found 105000 records...
Found 105500 records...
Found 106000 records...
Found 106500 records...
Found 107000 records...
Found 107500 records...
Found 108000 records...
Found 108500 records...
Found 109000 records...
Found 109500 records...
Found 110000 records...
Found 110500 records...
Found 111000 records...
Found 111500 records...
Found 112000 records...
Found 112500 records...
Found 113000 records...
Found 113500 records...
Found 114000 records...
Found 114500 records...
Found 115000 records...
Found 115500 records...
Found 116000 records...
Found 116500 records...
Found 117000 records...
Found 117500 records...
Found 118000 records...
Found 118500 records...
Found 119000 records...
Found 119500 records...
Found 120000 records...
Found 120500 records...
Found 121000 records...
Found 121500 records...
Found 122000 records...
Found 122500 records...
Found 123000 records...
Found 123500 records...
Found 124000 records...
Found 124500 records...
Found 125000 records...
Found 125500 records...
Found 126000 records...
Found 126500 records...
Found 127000 records...
Found 127500 records...
Found 128000 records...
Found 128500 records...
Found 129000 records...
Found 129500 records...
Found 130000 records...
Found 130500 records...
Found 131000 records...
Found 131500 records...
Found 132000 records...
Found 132500 records...
Found 133000 records...
Found 133500 records...
Found 134000 records...
Found 134500 records...
Found 135000 records...
Found 135500 records...
Found 136000 records...
Found 136500 records...
Found 137000 records...
Found 137500 records...
Found 138000 records...
Found 138500 records...
Found 139000 records...
Found 139500 records...
Found 140000 records...
Found 140500 records...
Found 141000 records...
Found 141500 records...
Found 142000 records...
Found 142500 records...
Found 143000 records...
Found 143500 records...
Found 144000 records...
Found 144500 records...
Found 145000 records...
Found 145500 records...
Found 146000 records...
Found 146500 records...
Found 147000 records...
Found 147500 records...
Found 148000 records...
Found 148500 records...
Found 149000 records...
Found 149500 records...
Found 150000 records...
Found 150500 records...
Found 151000 records...
Found 151500 records...
Found 152000 records...
Found 152500 records...
Found 153000 records...
Found 153500 records...
Found 154000 records...
Found 154500 records...
Found 155000 records...
Found 155500 records...
Found 156000 records...
Found 156500 records...
Found 157000 records...
Found 157500 records...
Found 158000 records...
Found 158500 records...
Found 159000 records...
Found 159500 records...
Found 160000 records...
Found 160500 records...
Found 161000 records...
Found 161500 records...
Found 162000 records...
Found 162500 records...
Found 163000 records...
Found 163500 records...
Found 164000 records...
Found 164500 records...
Found 165000 records...
Found 165500 records...
Found 166000 records...
Found 166500 records...
Found 167000 records...
Found 167500 records...
Found 168000 records...
Found 168500 records...
Found 169000 records...
Found 169500 records...
Found 170000 records...
Found 170500 records...
Found 171000 records...
Found 171500 records...
Found 172000 records...
Found 172500 records...
Found 173000 records...
Found 173500 records...
Found 174000 records...
Found 174500 records...
Found 175000 records...
Found 175500 records...
Found 176000 records...
Found 176500 records...
Found 177000 records...
Found 177500 records...
Found 178000 records...
Found 178500 records...
Found 179000 records...
Found 179500 records...
Found 180000 records...
Found 180500 records...
Found 181000 records...
Found 181500 records...
Found 182000 records...
Found 182500 records...
Found 183000 records...
Found 183500 records...
Found 184000 records...
Found 184500 records...
Found 185000 records...
Found 185500 records...
Found 186000 records...
Found 186500 records...
Found 187000 records...
Found 187500 records...
Found 188000 records...
Found 188500 records...
Found 189000 records...
Found 189500 records...
Found 190000 records...
Found 190500 records...
Found 191000 records...
Found 191500 records...
Found 192000 records...
Found 192500 records...
Found 193000 records...
Found 193500 records...
Found 194000 records...
Found 194500 records...
Found 195000 records...
Found 195500 records...
Found 196000 records...
Found 196500 records...
Found 197000 records...
Found 197500 records...
Found 198000 records...
Found 198500 records...
Found 199000 records...
Found 199500 records...
Found 2e+05 records...
Found 200500 records...
Found 201000 records...
Found 201500 records...
Found 202000 records...
Found 202500 records...
Found 203000 records...
Found 203500 records...
Found 204000 records...
Found 204500 records...
Found 205000 records...
Found 205500 records...
Found 206000 records...
Found 206500 records...
Found 207000 records...
Found 207500 records...
Found 208000 records...
Found 208500 records...
Found 209000 records...
Found 209500 records...
Found 210000 records...
Found 210500 records...
Found 211000 records...
Found 211500 records...
Found 212000 records...
Found 212500 records...
Found 213000 records...
Found 213500 records...
Found 214000 records...
Found 214500 records...
Found 215000 records...
Found 215500 records...
Found 216000 records...
Found 216500 records...
Found 217000 records...
Found 217500 records...
Found 218000 records...
Found 218500 records...
Found 219000 records...
Found 219500 records...
Found 220000 records...
Found 220500 records...
Found 221000 records...
Found 221500 records...
Found 222000 records...
Found 222500 records...
Found 223000 records...
Found 223500 records...
Found 224000 records...
Found 224500 records...
Found 225000 records...
Found 225500 records...
Found 226000 records...
Found 226500 records...
Found 227000 records...
Found 227500 records...
Found 228000 records...
Found 228500 records...
Found 229000 records...
Found 229500 records...
Found 230000 records...
Found 230500 records...
Found 231000 records...
Found 231500 records...
Found 232000 records...
Found 232500 records...
Found 233000 records...
Found 233500 records...
Found 234000 records...
Found 234500 records...
Found 235000 records...
Found 235500 records...
Found 236000 records...
Found 236500 records...
Found 237000 records...
Found 237500 records...
Found 238000 records...
Found 238500 records...
Found 239000 records...
Found 239500 records...
Found 240000 records...
Found 240500 records...
Found 241000 records...
Found 241500 records...
Found 242000 records...
Found 242500 records...
Found 243000 records...
Found 243500 records...
Found 244000 records...
Found 244500 records...
Found 245000 records...
Found 245500 records...
Found 246000 records...
Found 246500 records...
Found 247000 records...
Found 247500 records...
Found 248000 records...
Found 248500 records...
Found 249000 records...
Found 249500 records...
Found 250000 records...
Found 250500 records...
Found 251000 records...
Found 251500 records...
Found 252000 records...
Found 252500 records...
Found 253000 records...
Found 253500 records...
Found 254000 records...
Found 254500 records...
Found 255000 records...
Found 255500 records...
Found 256000 records...
Found 256500 records...
Found 257000 records...
Found 257500 records...
Found 258000 records...
Found 258500 records...
Found 259000 records...
Found 259500 records...
Found 260000 records...
Found 260500 records...
Found 261000 records...
Found 261500 records...
Found 262000 records...
Found 262500 records...
Found 263000 records...
Found 263500 records...
Found 264000 records...
Found 264500 records...
Found 265000 records...
Found 265500 records...
Found 266000 records...
Found 266500 records...
Found 267000 records...
Found 267500 records...
Found 268000 records...
Found 268500 records...
Found 269000 records...
Found 269500 records...
Found 270000 records...
Found 270500 records...
Found 271000 records...
Found 271500 records...
Found 272000 records...
Found 272500 records...
Found 273000 records...
Found 273500 records...
Found 274000 records...
Found 274500 records...
Found 275000 records...
Found 275500 records...
Found 276000 records...
Found 276500 records...
Found 277000 records...
Found 277500 records...
Found 278000 records...
Found 278500 records...
Found 279000 records...
Found 279500 records...
Found 280000 records...
Found 280500 records...
Found 281000 records...
Found 281500 records...
Found 282000 records...
Found 282500 records...
Found 283000 records...
Found 283500 records...
Found 284000 records...
Found 284500 records...
Found 285000 records...
Found 285500 records...
Found 286000 records...
Found 286500 records...
Found 287000 records...
Found 287500 records...
Found 288000 records...
Found 288500 records...
Found 289000 records...
Found 289500 records...
Found 290000 records...
Found 290500 records...
Found 291000 records...
Found 291500 records...
Found 292000 records...
Found 292500 records...
Found 293000 records...
Found 293500 records...
Found 294000 records...
Found 294500 records...
Found 295000 records...
Found 295500 records...
Found 296000 records...
Found 296500 records...
Found 297000 records...
Found 297500 records...
Found 298000 records...
Found 298500 records...
Found 299000 records...
Found 299500 records...
Found 3e+05 records...
Found 300500 records...
Found 301000 records...
Found 301500 records...
Found 302000 records...
Found 302500 records...
Found 303000 records...
Found 303500 records...
Found 304000 records...
Found 304500 records...
Found 305000 records...
Found 305500 records...
Found 306000 records...
Found 306500 records...
Found 307000 records...
Found 307500 records...
Found 308000 records...
Found 308500 records...
Found 309000 records...
Found 309500 records...
Found 310000 records...
Found 310500 records...
Found 311000 records...
Found 311500 records...
Found 312000 records...
Found 312500 records...
Found 313000 records...
Found 313500 records...
Found 314000 records...
Found 314500 records...
Found 315000 records...
Found 315500 records...
Found 316000 records...
Found 316500 records...
Found 317000 records...
Found 317500 records...
Found 318000 records...
Found 318500 records...
Found 319000 records...
Found 319500 records...
Found 320000 records...
Found 320500 records...
Found 321000 records...
Found 321500 records...
Found 322000 records...
Found 322500 records...
Found 323000 records...
Found 323500 records...
Found 324000 records...
Found 324500 records...
Found 325000 records...
Found 325500 records...
Found 326000 records...
Found 326500 records...
Found 327000 records...
Found 327500 records...
Found 328000 records...
Found 328500 records...
Found 329000 records...
Found 329500 records...
Found 330000 records...
Found 330500 records...
Found 331000 records...
Found 331500 records...
Found 332000 records...
Found 332500 records...
Found 333000 records...
Found 333500 records...
Found 334000 records...
Found 334500 records...
Found 335000 records...
Found 335500 records...
Found 336000 records...
Found 336500 records...
Found 337000 records...
Found 337500 records...
Found 338000 records...
Found 338500 records...
Found 339000 records...
Found 339500 records...
Found 340000 records...
Found 340500 records...
Found 341000 records...
Found 341500 records...
Found 342000 records...
Found 342500 records...
Found 343000 records...
Found 343500 records...
Found 344000 records...
Found 344500 records...
Found 345000 records...
Found 345500 records...
Found 346000 records...
Found 346500 records...
Found 347000 records...
Found 347500 records...
Found 348000 records...
Found 348500 records...
Found 349000 records...
Found 349500 records...
Found 350000 records...
Found 350500 records...
Found 351000 records...
Found 351500 records...
Found 352000 records...
Found 352500 records...
Found 353000 records...
Found 353500 records...
Found 354000 records...
Found 354500 records...
Found 355000 records...
Found 355500 records...
Found 356000 records...
Found 356500 records...
Found 357000 records...
Found 357500 records...
Found 358000 records...
Found 358500 records...
Found 359000 records...
Found 359500 records...
Found 360000 records...
Found 360500 records...
Found 361000 records...
Found 361500 records...
Found 362000 records...
Found 362500 records...
Found 363000 records...
Found 363500 records...
Found 364000 records...
Found 364500 records...
Found 365000 records...
Found 365500 records...
Found 366000 records...
Found 366500 records...
Found 367000 records...
Found 367500 records...
Found 368000 records...
Found 368500 records...
Found 369000 records...
Found 369500 records...
Found 370000 records...
Found 370500 records...
Found 371000 records...
Found 371500 records...
Found 372000 records...
Found 372500 records...
Found 373000 records...
Found 373500 records...
Found 374000 records...
Found 374500 records...
Found 375000 records...
Found 375500 records...
Found 376000 records...
Found 376500 records...
Found 377000 records...
Found 377500 records...
Found 378000 records...
Found 378500 records...
Found 379000 records...
Found 379500 records...
Found 380000 records...
Found 380500 records...
Found 381000 records...
Found 381500 records...
Found 382000 records...
Found 382500 records...
Found 383000 records...
Found 383500 records...
Found 384000 records...
Found 384500 records...
Found 385000 records...
Found 385500 records...
Found 386000 records...
Found 386500 records...
Found 387000 records...
Found 387500 records...
Found 388000 records...
Found 388500 records...
Found 389000 records...
Found 389500 records...
Found 390000 records...
Found 390500 records...
Found 391000 records...
Found 391500 records...
Found 392000 records...
Found 392500 records...
Found 393000 records...
Found 393500 records...
Found 394000 records...
Found 394500 records...
Found 395000 records...
Found 395500 records...
Found 396000 records...
Found 396500 records...
Found 397000 records...
Found 397500 records...
Found 398000 records...
Found 398500 records...
Found 399000 records...
Found 399500 records...
Found 4e+05 records...
Found 400500 records...
Found 401000 records...
Found 401500 records...
Found 402000 records...
Found 402500 records...
Found 403000 records...
Found 403500 records...
Found 404000 records...
Found 404500 records...
Found 405000 records...
Found 405500 records...
Found 406000 records...
Found 406500 records...
Found 407000 records...
Found 407500 records...
Found 408000 records...
Found 408500 records...
Found 409000 records...
Found 409500 records...
Found 410000 records...
Found 410500 records...
Found 411000 records...
Found 411500 records...
Found 412000 records...
Found 412500 records...
Found 413000 records...
Found 413500 records...
Found 414000 records...
Found 414500 records...
Found 415000 records...
Found 415500 records...
Found 416000 records...
Found 416500 records...
Found 417000 records...
Found 417500 records...
Found 418000 records...
Found 418500 records...
Found 419000 records...
Found 419500 records...
Found 420000 records...
Found 420500 records...
Found 421000 records...
Found 421500 records...
Found 422000 records...
Found 422500 records...
Found 423000 records...
Found 423500 records...
Found 424000 records...
Found 424500 records...
Found 425000 records...
Found 425500 records...
Found 426000 records...
Found 426500 records...
Found 427000 records...
Found 427500 records...
Found 428000 records...
Found 428500 records...
Found 429000 records...
Found 429500 records...
Found 430000 records...
Found 430500 records...
Found 431000 records...
Found 431500 records...
Found 432000 records...
Found 432500 records...
Found 433000 records...
Found 433500 records...
Found 434000 records...
Found 434500 records...
Found 435000 records...
Found 435500 records...
Found 436000 records...
Found 436500 records...
Found 437000 records...
Found 437500 records...
Found 438000 records...
Found 438500 records...
Found 439000 records...
Found 439500 records...
Found 440000 records...
Found 440500 records...
Found 441000 records...
Found 441500 records...
Found 442000 records...
Found 442500 records...
Found 443000 records...
Found 443500 records...
Found 444000 records...
Found 444500 records...
Found 445000 records...
Found 445500 records...
Found 446000 records...
Found 446500 records...
Found 447000 records...
Found 447500 records...
Found 448000 records...
Found 448500 records...
Found 449000 records...
Found 449500 records...
Found 450000 records...
Found 450500 records...
Found 451000 records...
Found 451500 records...
Found 452000 records...
Found 452500 records...
Found 453000 records...
Found 453500 records...
Found 454000 records...
Found 454500 records...
Found 455000 records...
Found 455500 records...
Found 456000 records...
Found 456500 records...
Found 457000 records...
Found 457500 records...
Found 458000 records...
Found 458500 records...
Found 459000 records...
Found 459500 records...
Found 460000 records...
Found 460500 records...
Found 461000 records...
Found 461500 records...
Found 462000 records...
Found 462500 records...
Found 463000 records...
Found 463500 records...
Found 464000 records...
Found 464500 records...
Found 465000 records...
Found 465500 records...
Found 466000 records...
Found 466500 records...
Found 467000 records...
Found 467500 records...
Found 468000 records...
Found 468500 records...
Found 469000 records...
Found 469500 records...
Found 470000 records...
Found 470500 records...
Found 471000 records...
Found 471500 records...
Found 472000 records...
Found 472500 records...
Found 473000 records...
Found 473500 records...
Found 474000 records...
Found 474500 records...
Found 475000 records...
Found 475500 records...
Found 476000 records...
Found 476500 records...
Found 477000 records...
Found 477500 records...
Found 478000 records...
Found 478500 records...
Found 479000 records...
Found 479500 records...
Found 480000 records...
Found 480500 records...
Found 481000 records...
Found 481500 records...
Found 482000 records...
Found 482500 records...
Found 483000 records...
Found 483500 records...
Found 484000 records...
Found 484500 records...
Found 485000 records...
Found 485500 records...
Found 486000 records...
Found 486500 records...
Found 487000 records...
Found 487500 records...
Found 488000 records...
Found 488500 records...
Found 489000 records...
Found 489500 records...
Found 490000 records...
Found 490500 records...
Found 491000 records...
Found 491500 records...
Found 492000 records...
Found 492500 records...
Found 493000 records...
Found 493500 records...
Found 494000 records...
Found 494500 records...
Found 495000 records...
Found 495500 records...
Found 496000 records...
Found 496500 records...
Found 497000 records...
Found 497500 records...
Found 498000 records...
Found 498500 records...
Found 499000 records...
Found 499500 records...
Found 5e+05 records...
Found 500500 records...
Found 501000 records...
Found 501500 records...
Found 502000 records...
Found 502500 records...
Found 503000 records...
Found 503500 records...
Found 504000 records...
Found 504500 records...
Found 505000 records...
Found 505500 records...
Found 506000 records...
Found 506500 records...
Found 507000 records...
Found 507500 records...
Found 508000 records...
Found 508500 records...
Found 509000 records...
Found 509500 records...
Found 510000 records...
Found 510500 records...
Found 511000 records...
Found 511500 records...
Found 512000 records...
Found 512500 records...
Found 513000 records...
Found 513500 records...
Found 514000 records...
Found 514500 records...
Found 515000 records...
Found 515500 records...
Found 516000 records...
Found 516500 records...
Found 517000 records...
Found 517500 records...
Found 518000 records...
Found 518500 records...
Found 519000 records...
Found 519500 records...
Found 520000 records...
Found 520500 records...
Found 521000 records...
Found 521500 records...
Found 522000 records...
Found 522500 records...
Found 523000 records...
Found 523500 records...
Found 524000 records...
Found 524500 records...
Found 525000 records...
Found 525500 records...
Found 526000 records...
Found 526500 records...
Found 527000 records...
Found 527500 records...
Found 528000 records...
Found 528500 records...
Found 529000 records...
Found 529500 records...
Found 530000 records...
Found 530500 records...
Found 531000 records...
Found 531500 records...
Found 532000 records...
Found 532500 records...
Found 533000 records...
Found 533500 records...
Found 534000 records...
Found 534500 records...
Found 535000 records...
Found 535500 records...
Found 536000 records...
Found 536500 records...
Found 537000 records...
Found 537500 records...
Found 538000 records...
Found 538500 records...
Found 539000 records...
Found 539500 records...
Found 540000 records...
Found 540500 records...
Found 541000 records...
Found 541500 records...
Found 542000 records...
Found 542500 records...
Found 543000 records...
Found 543500 records...
Found 544000 records...
Found 544500 records...
Found 545000 records...
Found 545500 records...
Found 546000 records...
Found 546500 records...
Found 547000 records...
Found 547500 records...
Found 548000 records...
Found 548500 records...
Found 549000 records...
Found 549500 records...
Found 550000 records...
Found 550500 records...
Found 551000 records...
Found 551500 records...
Found 552000 records...
Found 552500 records...
Found 553000 records...
Found 553500 records...
Found 554000 records...
Found 554500 records...
Found 555000 records...
Found 555500 records...
Found 556000 records...
Found 556500 records...
Found 557000 records...
Found 557500 records...
Found 558000 records...
Found 558500 records...
Found 559000 records...
Found 559500 records...
Found 560000 records...
Found 560500 records...
Found 561000 records...
Found 561500 records...
Found 562000 records...
Found 562500 records...
Found 563000 records...
Found 563500 records...
Found 564000 records...
Found 564500 records...
Found 565000 records...
Found 565500 records...
Found 566000 records...
Found 566500 records...
Found 567000 records...
Found 567500 records...
Found 568000 records...
Found 568500 records...
Found 569000 records...
Found 569500 records...
Found 570000 records...
Found 570500 records...
Found 571000 records...
Found 571500 records...
Found 572000 records...
Found 572500 records...
Found 573000 records...
Found 573500 records...
Found 574000 records...
Found 574500 records...
Found 575000 records...
Found 575500 records...
Found 576000 records...
Found 576500 records...
Found 577000 records...
Found 577500 records...
Found 578000 records...
Found 578500 records...
Found 579000 records...
Found 579500 records...
Found 580000 records...
Found 580500 records...
Found 581000 records...
Found 581500 records...
Found 582000 records...
Found 582500 records...
Found 583000 records...
Found 583500 records...
Found 584000 records...
Found 584500 records...
Found 585000 records...
Found 585500 records...
Found 586000 records...
Found 586500 records...
Found 587000 records...
Found 587500 records...
Found 588000 records...
Found 588500 records...
Found 589000 records...
Found 589500 records...
Found 590000 records...
Found 590500 records...
Found 591000 records...
Found 591500 records...
Found 592000 records...
Found 592500 records...
Found 593000 records...
Found 593500 records...
Found 594000 records...
Found 594500 records...
Found 595000 records...
Found 595500 records...
Found 596000 records...
Found 596500 records...
Found 597000 records...
Found 597500 records...
Found 598000 records...
Found 598500 records...
Found 599000 records...
Found 599500 records...
Found 6e+05 records...
Found 600500 records...
Found 601000 records...
Found 601500 records...
Found 602000 records...
Found 602500 records...
Found 603000 records...
Found 603500 records...
Found 604000 records...
Found 604500 records...
Found 605000 records...
Found 605500 records...
Found 606000 records...
Found 606500 records...
Found 607000 records...
Found 607500 records...
Found 608000 records...
Found 608500 records...
Found 609000 records...
Found 609500 records...
Found 610000 records...
Found 610500 records...
Found 611000 records...
Found 611500 records...
Found 612000 records...
Found 612500 records...
Found 613000 records...
Found 613500 records...
Found 614000 records...
Found 614500 records...
Found 615000 records...
Found 615500 records...
Found 616000 records...
Found 616500 records...
Found 617000 records...
Found 617500 records...
Found 618000 records...
Found 618500 records...
Found 619000 records...
Found 619500 records...
Found 620000 records...
Found 620500 records...
Found 621000 records...
Found 621500 records...
Found 622000 records...
Found 622500 records...
Found 623000 records...
Found 623500 records...
Found 624000 records...
Found 624500 records...
Found 625000 records...
Found 625500 records...
Found 626000 records...
Found 626500 records...
Found 627000 records...
Found 627500 records...
Found 628000 records...
Found 628500 records...
Found 629000 records...
Found 629500 records...
Found 630000 records...
Found 630500 records...
Found 631000 records...
Found 631500 records...
Found 632000 records...
Found 632500 records...
Found 633000 records...
Found 633500 records...
Found 634000 records...
Found 634500 records...
Found 635000 records...
Found 635500 records...
Found 636000 records...
Found 636500 records...
Found 637000 records...
Found 637500 records...
Found 638000 records...
Found 638500 records...
Found 639000 records...
Found 639500 records...
Found 640000 records...
Found 640500 records...
Found 641000 records...
Found 641500 records...
Found 642000 records...
Found 642500 records...
Found 643000 records...
Found 643500 records...
Found 644000 records...
Found 644500 records...
Found 645000 records...
Found 645500 records...
Found 646000 records...
Found 646500 records...
Found 647000 records...
Found 647500 records...
Found 648000 records...
Found 648500 records...
Found 649000 records...
Found 649500 records...
Found 650000 records...
Found 650500 records...
Found 651000 records...
Found 651500 records...
Found 652000 records...
Found 652500 records...
Found 653000 records...
Found 653500 records...
Found 654000 records...
Found 654500 records...
Found 655000 records...
Found 655500 records...
Found 656000 records...
Found 656500 records...
Found 657000 records...
Found 657500 records...
Found 658000 records...
Found 658500 records...
Found 659000 records...
Found 659500 records...
Found 660000 records...
Found 660500 records...
Found 661000 records...
Found 661500 records...
Found 662000 records...
Found 662500 records...
Found 663000 records...
Found 663500 records...
Found 664000 records...
Found 664500 records...
Found 665000 records...
Found 665500 records...
Found 666000 records...
Found 666500 records...
Found 667000 records...
Found 667500 records...
Found 668000 records...
Found 668500 records...
Found 669000 records...
Found 669500 records...
Found 670000 records...
Found 670500 records...
Found 671000 records...
Found 671500 records...
Found 672000 records...
Found 672500 records...
Found 673000 records...
Found 673500 records...
Found 674000 records...
Found 674500 records...
Found 675000 records...
Found 675500 records...
Found 676000 records...
Found 676500 records...
Found 677000 records...
Found 677500 records...
Found 678000 records...
Found 678500 records...
Found 679000 records...
Found 679500 records...
Found 680000 records...
Found 680500 records...
Found 681000 records...
Found 681500 records...
Found 682000 records...
Found 682500 records...
Found 683000 records...
Found 683500 records...
Found 684000 records...
Found 684500 records...
Found 685000 records...
Found 685500 records...
Found 686000 records...
Found 686500 records...
Found 687000 records...
Found 687500 records...
Found 688000 records...
Found 688500 records...
Found 689000 records...
Found 689500 records...
Found 690000 records...
Found 690500 records...
Found 691000 records...
Found 691500 records...
Found 692000 records...
Found 692500 records...
Found 693000 records...
Found 693500 records...
Found 694000 records...
Found 694500 records...
Found 695000 records...
Found 695500 records...
Found 696000 records...
Found 696500 records...
Found 697000 records...
Found 697500 records...
Found 698000 records...
Found 698500 records...
Found 699000 records...
Found 699500 records...
Found 7e+05 records...
Found 700500 records...
Found 701000 records...
Found 701500 records...
Found 702000 records...
Found 702500 records...
Found 703000 records...
Found 703500 records...
Found 704000 records...
Found 704500 records...
Found 705000 records...
Found 705500 records...
Found 706000 records...
Found 706500 records...
Found 707000 records...
Found 707500 records...
Found 708000 records...
Found 708500 records...
Found 709000 records...
Found 709500 records...
Found 710000 records...
Found 710500 records...
Found 711000 records...
Found 711500 records...
Found 712000 records...
Found 712500 records...
Found 713000 records...
Found 713500 records...
Found 714000 records...
Found 714500 records...
Found 715000 records...
Found 715500 records...
Found 716000 records...
Found 716500 records...
Found 717000 records...
Found 717500 records...
Found 718000 records...
Found 718500 records...
Found 719000 records...
Found 719500 records...
Found 720000 records...
Found 720500 records...
Found 721000 records...
Found 721500 records...
Found 722000 records...
Found 722500 records...
Found 723000 records...
Found 723500 records...
Found 724000 records...
Found 724500 records...
Found 725000 records...
Found 725500 records...
Found 726000 records...
Found 726500 records...
Found 727000 records...
Found 727500 records...
Found 728000 records...
Found 728500 records...
Found 729000 records...
Found 729500 records...
Found 730000 records...
Found 730500 records...
Found 731000 records...
Found 731500 records...
Found 732000 records...
Found 732500 records...
Found 733000 records...
Found 733500 records...
Found 734000 records...
Found 734500 records...
Found 735000 records...
Found 735500 records...
Found 736000 records...
Found 736500 records...
Found 737000 records...
Found 737500 records...
Found 738000 records...
Found 738500 records...
Found 739000 records...
Found 739500 records...
Found 740000 records...
Found 740500 records...
Found 741000 records...
Found 741500 records...
Found 742000 records...
Found 742500 records...
Found 743000 records...
Found 743500 records...
Found 744000 records...
Found 744500 records...
Found 745000 records...
Found 745500 records...
Found 746000 records...
Found 746500 records...
Found 747000 records...
Found 747500 records...
Found 748000 records...
Found 748500 records...
Found 749000 records...
Found 749500 records...
Found 750000 records...
Found 750500 records...
Found 751000 records...
Found 751500 records...
Found 752000 records...
Found 752500 records...
Found 753000 records...
Found 753500 records...
Found 754000 records...
Found 754500 records...
Found 755000 records...
Found 755500 records...
Found 756000 records...
Found 756500 records...
Found 757000 records...
Found 757500 records...
Found 758000 records...
Found 758500 records...
Found 759000 records...
Found 759500 records...
Found 760000 records...
Found 760500 records...
Found 761000 records...
Found 761500 records...
Found 762000 records...
Found 762500 records...
Found 763000 records...
Found 763500 records...
Found 764000 records...
Found 764500 records...
Found 765000 records...
Found 765500 records...
Found 766000 records...
Found 766500 records...
Found 767000 records...
Found 767500 records...
Found 768000 records...
Found 768500 records...
Found 769000 records...
Found 769500 records...
Found 770000 records...
Found 770500 records...
Found 771000 records...
Found 771500 records...
Found 772000 records...
Found 772500 records...
Found 773000 records...
Found 773500 records...
Found 774000 records...
Found 774500 records...
Found 775000 records...
Found 775500 records...
Found 776000 records...
Found 776500 records...
Found 777000 records...
Found 777500 records...
Found 778000 records...
Found 778500 records...
Found 779000 records...
Found 779500 records...
Found 780000 records...
Found 780500 records...
Found 781000 records...
Found 781500 records...
Found 782000 records...
Found 782500 records...
Found 783000 records...
Found 783500 records...
Found 784000 records...
Found 784500 records...
Found 785000 records...
Found 785500 records...
Found 786000 records...
Found 786500 records...
Found 787000 records...
Found 787500 records...
Found 788000 records...
Found 788500 records...
Found 789000 records...
Found 789500 records...
Found 790000 records...
Found 790500 records...
Found 791000 records...
Found 791500 records...
Found 792000 records...
Found 792500 records...
Found 793000 records...
Found 793500 records...
Found 794000 records...
Found 794500 records...
Found 795000 records...
Found 795500 records...
Found 796000 records...
Found 796500 records...
Found 797000 records...
Found 797500 records...
Found 798000 records...
Found 798500 records...
Found 799000 records...
Found 799500 records...
Found 8e+05 records...
Found 800500 records...
Found 801000 records...
Found 801500 records...
Found 802000 records...
Found 802500 records...
Found 803000 records...
Found 803500 records...
Found 804000 records...
Found 804500 records...
Found 805000 records...
Found 805500 records...
Found 806000 records...
Found 806500 records...
Found 807000 records...
Found 807500 records...
Found 808000 records...
Found 808500 records...
Found 809000 records...
Found 809500 records...
Found 810000 records...
Found 810500 records...
Found 811000 records...
Found 811500 records...
Found 812000 records...
Found 812500 records...
Found 813000 records...
Found 813500 records...
Found 814000 records...
Found 814500 records...
Found 815000 records...
Found 815500 records...
Found 816000 records...
Found 816500 records...
Found 817000 records...
Found 817500 records...
Found 818000 records...
Found 818500 records...
Found 819000 records...
Found 819500 records...
Found 820000 records...
Found 820500 records...
Found 821000 records...
Found 821500 records...
Found 822000 records...
Found 822500 records...
Found 823000 records...
Found 823500 records...
Found 824000 records...
Found 824500 records...
Found 825000 records...
Found 825500 records...
Found 826000 records...
Found 826500 records...
Found 827000 records...
Found 827500 records...
Found 828000 records...
Found 828500 records...
Found 829000 records...
Found 829500 records...
Found 830000 records...
Found 830500 records...
Found 831000 records...
Found 831500 records...
Found 832000 records...
Found 832500 records...
Found 833000 records...
Found 833500 records...
Found 834000 records...
Found 834500 records...
Found 835000 records...
Found 835500 records...
Found 836000 records...
Found 836500 records...
Found 837000 records...
Found 837500 records...
Found 838000 records...
Found 838500 records...
Found 839000 records...
Found 839500 records...
Found 840000 records...
Found 840500 records...
Found 841000 records...
Found 841500 records...
Found 842000 records...
Found 842500 records...
Found 843000 records...
Found 843500 records...
Found 844000 records...
Found 844500 records...
Found 845000 records...
Found 845500 records...
Found 846000 records...
Found 846500 records...
Found 847000 records...
Found 847500 records...
Found 848000 records...
Found 848500 records...
Found 849000 records...
Found 849500 records...
Found 850000 records...
Found 850500 records...
Found 851000 records...
Found 851500 records...
Found 852000 records...
Found 852500 records...
Found 853000 records...
Found 853500 records...
Found 854000 records...
Found 854500 records...
Found 855000 records...
Found 855500 records...
Found 856000 records...
Found 856500 records...
Found 857000 records...
Found 857500 records...
Found 858000 records...
Found 858500 records...
Found 859000 records...
Found 859500 records...
Found 860000 records...
Found 860500 records...
Found 861000 records...
Found 861500 records...
Found 862000 records...
Found 862500 records...
Found 863000 records...
Found 863500 records...
Found 864000 records...
Found 864500 records...
Found 865000 records...
Found 865500 records...
Found 866000 records...
Found 866500 records...
Found 867000 records...
Found 867500 records...
Found 868000 records...
Found 868500 records...
Found 869000 records...
Found 869500 records...
Found 870000 records...
Found 870500 records...
Found 871000 records...
Found 871500 records...
Found 872000 records...
Found 872500 records...
Found 873000 records...
Found 873500 records...
Found 874000 records...
Found 874500 records...
Found 875000 records...
Found 875500 records...
Found 876000 records...
Found 876500 records...
Found 877000 records...
Found 877500 records...
Found 878000 records...
Found 878500 records...
Found 879000 records...
Found 879500 records...
Found 880000 records...
Found 880500 records...
Found 881000 records...
Found 881500 records...
Found 882000 records...
Found 882500 records...
Found 883000 records...
Found 883500 records...
Found 884000 records...
Found 884500 records...
Found 885000 records...
Found 885500 records...
Found 886000 records...
Found 886500 records...
Found 887000 records...
Found 887500 records...
Found 888000 records...
Found 888500 records...
Found 889000 records...
Found 889500 records...
Found 890000 records...
Found 890500 records...
Found 891000 records...
Found 891500 records...
Found 892000 records...
Found 892500 records...
Found 893000 records...
Found 893500 records...
Found 894000 records...
Found 894500 records...
Found 895000 records...
Found 895500 records...
Found 896000 records...
Found 896500 records...
Found 897000 records...
Found 897500 records...
Found 898000 records...
Found 898500 records...
Found 899000 records...
Found 899500 records...
Found 9e+05 records...
Found 900500 records...
Found 901000 records...
Found 901500 records...
Found 902000 records...
Found 902500 records...
Found 903000 records...
Found 903500 records...
Found 904000 records...
Found 904500 records...
Found 905000 records...
Found 905500 records...
Found 906000 records...
Found 906500 records...
Found 907000 records...
Found 907500 records...
Found 908000 records...
Found 908500 records...
Found 909000 records...
Found 909500 records...
Found 910000 records...
Found 910500 records...
Found 911000 records...
Found 911500 records...
Found 912000 records...
Found 912500 records...
Found 913000 records...
Found 913500 records...
Found 914000 records...
Found 914500 records...
Found 915000 records...
Found 915500 records...
Found 916000 records...
Found 916500 records...
Found 917000 records...
Found 917500 records...
Found 918000 records...
Found 918500 records...
Found 919000 records...
Found 919500 records...
Found 920000 records...
Found 920500 records...
Found 921000 records...
Found 921500 records...
Found 922000 records...
Found 922500 records...
Found 923000 records...
Found 923500 records...
Found 924000 records...
Found 924500 records...
Found 925000 records...
Found 925500 records...
Found 926000 records...
Found 926500 records...
Found 927000 records...
Found 927500 records...
Found 928000 records...
Found 928500 records...
Found 929000 records...
Found 929500 records...
Found 930000 records...
Found 930500 records...
Found 931000 records...
Found 931500 records...
Found 932000 records...
Found 932500 records...
Found 933000 records...
Found 933500 records...
Found 934000 records...
Found 934500 records...
Found 935000 records...
Found 935500 records...
Found 936000 records...
Found 936500 records...
Found 937000 records...
Found 937500 records...
Found 938000 records...
Found 938500 records...
Found 939000 records...
Found 939500 records...
Found 940000 records...
Found 940500 records...
Found 941000 records...
Found 941500 records...
Found 942000 records...
Found 942500 records...
Found 943000 records...
Found 943500 records...
Found 944000 records...
Found 944500 records...
Found 945000 records...
Found 945500 records...
Found 946000 records...
Found 946500 records...
Found 947000 records...
Found 947500 records...
Found 948000 records...
Found 948500 records...
Found 949000 records...
Found 949500 records...
Found 950000 records...
Found 950500 records...
Found 951000 records...
Found 951500 records...
Found 952000 records...
Found 952500 records...
Found 953000 records...
Found 953500 records...
Found 954000 records...
Found 954500 records...
Found 955000 records...
Found 955500 records...
Found 956000 records...
Found 956500 records...
Found 957000 records...
Found 957500 records...
Found 958000 records...
Found 958500 records...
Found 959000 records...
Found 959500 records...
Found 960000 records...
Found 960500 records...
Found 961000 records...
Found 961500 records...
Found 962000 records...
Found 962500 records...
Found 963000 records...
Found 963500 records...
Found 964000 records...
Found 964500 records...
Found 965000 records...
Found 965500 records...
Found 966000 records...
Found 966500 records...
Found 967000 records...
Found 967500 records...
Found 968000 records...
Found 968500 records...
Found 969000 records...
Found 969500 records...
Found 970000 records...
Found 970500 records...
Found 971000 records...
Found 971500 records...
Found 972000 records...
Found 972500 records...
Found 973000 records...
Found 973500 records...
Found 974000 records...
Found 974500 records...
Found 975000 records...
Found 975500 records...
Found 976000 records...
Found 976500 records...
Found 977000 records...
Found 977500 records...
Found 978000 records...
Found 978500 records...
Found 979000 records...
Found 979500 records...
Found 980000 records...
Found 980500 records...
Found 981000 records...
Found 981500 records...
Found 982000 records...
Found 982500 records...
Found 983000 records...
Found 983500 records...
Found 984000 records...
Found 984500 records...
Found 985000 records...
Found 985500 records...
Found 986000 records...
Found 986500 records...
Found 987000 records...
Found 987500 records...
Found 988000 records...
Found 988500 records...
Found 989000 records...
Found 989500 records...
Found 990000 records...
Found 990500 records...
Found 991000 records...
Found 991500 records...
Found 992000 records...
Found 992500 records...
Found 993000 records...
Found 993500 records...
Found 994000 records...
Found 994500 records...
Found 995000 records...
Found 995500 records...
Found 996000 records...
Found 996500 records...
Found 997000 records...
Found 997500 records...
Found 998000 records...
Found 998500 records...
Found 999000 records...
Found 999500 records...
Found 1e+06 records...
Found 1000500 records...
Found 1001000 records...
Found 1001500 records...
Found 1002000 records...
Found 1002500 records...
Found 1003000 records...
Found 1003500 records...
Found 1004000 records...
Found 1004500 records...
Found 1005000 records...
Found 1005500 records...
Found 1006000 records...
Found 1006500 records...
Found 1007000 records...
Found 1007500 records...
Found 1008000 records...
Found 1008500 records...
Found 1009000 records...
Found 1009500 records...
Found 1010000 records...
Found 1010500 records...
Found 1011000 records...
Found 1011500 records...
Found 1012000 records...
Found 1012500 records...
Found 1013000 records...
Found 1013500 records...
Found 1014000 records...
Found 1014500 records...
Found 1015000 records...
Found 1015500 records...
Found 1016000 records...
Found 1016500 records...
Found 1017000 records...
Found 1017500 records...
Found 1018000 records...
Found 1018500 records...
Found 1019000 records...
Found 1019500 records...
Found 1020000 records...
Found 1020500 records...
Found 1021000 records...
Found 1021500 records...
Found 1022000 records...
Found 1022500 records...
Found 1023000 records...
Found 1023500 records...
Found 1024000 records...
Found 1024500 records...
Found 1025000 records...
Found 1025500 records...
Found 1026000 records...
Found 1026500 records...
Found 1027000 records...
Found 1027500 records...
Found 1028000 records...
Found 1028500 records...
Found 1029000 records...
Found 1029500 records...
Found 1030000 records...
Found 1030500 records...
Found 1031000 records...
Found 1031500 records...
Found 1032000 records...
Found 1032500 records...
Found 1033000 records...
Found 1033500 records...
Found 1034000 records...
Found 1034500 records...
Found 1035000 records...
Found 1035500 records...
Found 1036000 records...
Found 1036500 records...
Found 1037000 records...
Found 1037500 records...
Found 1038000 records...
Found 1038500 records...
Found 1039000 records...
Found 1039500 records...
Found 1040000 records...
Found 1040500 records...
Found 1041000 records...
Found 1041500 records...
Found 1042000 records...
Found 1042500 records...
Found 1043000 records...
Found 1043500 records...
Found 1044000 records...
Found 1044500 records...
Found 1045000 records...
Found 1045500 records...
Found 1046000 records...
Found 1046500 records...
Found 1047000 records...
Found 1047500 records...
Found 1048000 records...
Found 1048500 records...
Found 1049000 records...
Found 1049500 records...
Found 1050000 records...
Found 1050500 records...
Found 1051000 records...
Found 1051500 records...
Found 1052000 records...
Found 1052500 records...
Found 1053000 records...
Found 1053500 records...
Found 1054000 records...
Found 1054500 records...
Found 1055000 records...
Found 1055500 records...
Found 1056000 records...
Found 1056500 records...
Found 1057000 records...
Found 1057500 records...
Found 1058000 records...
Found 1058500 records...
Found 1059000 records...
Found 1059500 records...
Found 1060000 records...
Found 1060500 records...
Found 1061000 records...
Found 1061500 records...
Found 1062000 records...
Found 1062500 records...
Found 1063000 records...
Found 1063500 records...
Found 1064000 records...
Found 1064500 records...
Found 1065000 records...
Found 1065500 records...
Found 1066000 records...
Found 1066500 records...
Found 1067000 records...
Found 1067500 records...
Found 1068000 records...
Found 1068500 records...
Found 1069000 records...
Found 1069500 records...
Found 1070000 records...
Found 1070500 records...
Found 1071000 records...
Found 1071500 records...
Found 1072000 records...
Found 1072500 records...
Found 1073000 records...
Found 1073500 records...
Found 1074000 records...
Found 1074500 records...
Found 1075000 records...
Found 1075500 records...
Found 1076000 records...
Found 1076500 records...
Found 1077000 records...
Found 1077500 records...
Found 1078000 records...
Found 1078500 records...
Found 1079000 records...
Found 1079500 records...
Found 1080000 records...
Found 1080500 records...
Found 1081000 records...
Found 1081500 records...
Found 1082000 records...
Found 1082500 records...
Found 1083000 records...
Found 1083500 records...
Found 1084000 records...
Found 1084500 records...
Found 1085000 records...
Found 1085500 records...
Found 1086000 records...
Found 1086500 records...
Found 1087000 records...
Found 1087500 records...
Found 1088000 records...
Found 1088500 records...
Found 1089000 records...
Found 1089500 records...
Found 1090000 records...
Found 1090500 records...
Found 1091000 records...
Found 1091500 records...
Found 1092000 records...
Found 1092500 records...
Found 1093000 records...
Found 1093500 records...
Found 1094000 records...
Found 1094500 records...
Found 1095000 records...
Found 1095500 records...
Found 1096000 records...
Found 1096500 records...
Found 1097000 records...
Found 1097500 records...
Found 1098000 records...
Found 1098500 records...
Found 1099000 records...
Found 1099500 records...
Found 1100000 records...
Found 1100500 records...
Found 1101000 records...
Found 1101500 records...
Found 1102000 records...
Found 1102500 records...
Found 1103000 records...
Found 1103500 records...
Found 1104000 records...
Found 1104500 records...
Found 1105000 records...
Found 1105500 records...
Found 1106000 records...
Found 1106500 records...
Found 1107000 records...
Found 1107500 records...
Found 1108000 records...
Found 1108500 records...
Found 1109000 records...
Found 1109500 records...
Found 1110000 records...
Found 1110500 records...
Found 1111000 records...
Found 1111500 records...
Found 1112000 records...
Found 1112500 records...
Found 1113000 records...
Found 1113500 records...
Found 1114000 records...
Found 1114500 records...
Found 1115000 records...
Found 1115500 records...
Found 1116000 records...
Found 1116500 records...
Found 1117000 records...
Found 1117500 records...
Found 1118000 records...
Found 1118500 records...
Found 1119000 records...
Found 1119500 records...
Found 1120000 records...
Found 1120500 records...
Found 1121000 records...
Found 1121500 records...
Found 1122000 records...
Found 1122500 records...
Found 1123000 records...
Found 1123500 records...
Found 1124000 records...
Found 1124500 records...
Found 1125000 records...
Found 1125500 records...
Found 1126000 records...
Found 1126500 records...
Found 1127000 records...
Found 1127500 records...
Found 1128000 records...
Found 1128500 records...
Found 1129000 records...
Found 1129500 records...
Found 1130000 records...
Found 1130500 records...
Found 1131000 records...
Found 1131500 records...
Found 1132000 records...
Found 1132500 records...
Found 1133000 records...
Found 1133500 records...
Found 1134000 records...
Found 1134500 records...
Found 1134801 records...
#> closing gzcon input connection.
close(output)
mydata <- stream_in(file(tmp))
#> opening file input connection.
#>
Found 500 records...
Found 1000 records...
Found 1500 records...
Found 2000 records...
Found 2500 records...
Found 3000 records...
Found 3500 records...
Found 4000 records...
Found 4500 records...
Found 5000 records...
Found 5500 records...
Found 6000 records...
Found 6500 records...
Found 7000 records...
Found 7500 records...
Found 8000 records...
Found 8500 records...
Found 9000 records...
Found 9500 records...
Found 10000 records...
Found 10500 records...
Found 11000 records...
Found 11500 records...
Found 12000 records...
Found 12500 records...
Found 13000 records...
Found 13500 records...
Found 14000 records...
Found 14500 records...
Found 15000 records...
Found 15500 records...
Found 16000 records...
Found 16500 records...
Found 17000 records...
Found 17500 records...
Found 18000 records...
Found 18500 records...
Found 19000 records...
Found 19500 records...
Found 20000 records...
Found 20500 records...
Found 21000 records...
Found 21500 records...
Found 22000 records...
Found 22500 records...
Found 23000 records...
Found 23500 records...
Found 24000 records...
Found 24500 records...
Found 25000 records...
Found 25500 records...
Found 26000 records...
Found 26500 records...
Found 27000 records...
Found 27500 records...
Found 28000 records...
Found 28500 records...
Found 29000 records...
Found 29500 records...
Found 30000 records...
Found 30500 records...
Found 31000 records...
Found 31500 records...
Found 32000 records...
Found 32500 records...
Found 33000 records...
Found 33500 records...
Found 34000 records...
Found 34500 records...
Found 35000 records...
Found 35500 records...
Found 36000 records...
Found 36500 records...
Found 36980 records...
Imported 36980 records. Simplifying into dataframe...
#> closing file input connection.
tbl_df(mydata)
#> Source: local data frame [36,980 x 3]
#>
#> recid citations creation_date
#> (int) (chr) (chr)
#> 1 889233 <int[2]> 2015-03-07
#> 2 1126172 <int[1]> 2015
#> 3 1210249 <int[1]> 2015-02-05
#> 4 1249502 <int[20]> 2015-02-17
#> 5 1254956 <int[0]> 2015-01-28
#> 6 1263139 <int[1]> 2015-11-30
#> 7 1263578 <int[1]> 2015-11-24
#> 8 1265363 <int[2]> 2015-11-24
#> 9 1268600 <int[0]> 2015
#> 10 1269662 <int[3]> 2015-04-16
#> .. ... ... ...
This strategy originates from this Jeroen Ooms talk on jsonlite and using Mongo DB
to be added
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Licence: MIT (c) Najko Jahn
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