cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/whittington-ouc12241394
title: Small Disney figures, Southern California, 1940

description: 12 photographs of Disney figures, Southern California, 1940. "Date: Thurs[day]; Time: 10 A.M.; Meet: Mr Bennison; For: Vernon Pottery; At: Studio; Job: Small Figures." -- on card back. "Hours on Job: Day: 4, Night: 1; N[umber] of Neg[ative]s: 18; Illumination Used: studio" -- on card back. "Subject: Small Disney Figures, dishes, & vases; Client: Vernon Pottery, 2300. E52 OX, Mr. Bennison; Classifications: also 8x10; Original Print Order: 2 ea[ch], 1 ea[ch]; Size: 8x10; Finish: gl[ossy]; Mount: to Pickering; Year: 1940; Job: 012-12-81" -- on envelope front. "Operator's Report- Name: Vannice; 15 Original Photographs- At Studio: 8x10, 2 up @ 6.00 ea[ch]; 2 Original Photographs- Size: 8x10 Flower Vases @ 3.50 ea[ch]; 1 [Original Photographs- Size]: 8x10, Plates, cups, & seaucers [sic]; Amount: 90.00, 7.00, 7.50; Extra Charges: Bennison." -- on envelope back.
DOI: 10.25549/whit-c170-96139
title: Turnstile at M. Pynoos Market, Inglewood, CA, 1940

description: 3 photographs of turnstile at M. Pynoos Market, Inglewood, CA, 1940. "Date: Anytime; Operator: Brown; For: Tripp, Penney & Callaway; At: M. Pynoos Market - 2801 So[uth] Crenshaw; Job: 2 or 3 shots of Turnstile and Parking Lot; Deliver To: Tripp, Penney & Callaway, 215 W[est] 7th St[reet], MI 9301; Print Order: 1 ea[ch], 8x10 gl[ossy]; Order No.: Paul White" -- on card front. "Subject: Turnstile at M. Pynoos Market, 9801 So[uth] Crenshaw; Client: Tripp, Penney & Callaway, Mr. Paul White, 215 W[est] 7th St[reet], MI 9301; Original Print Order: 1 ea[ch], 2 #1; Size: 8x10; Finish: gl[ossy]; Year: 1941; Job: 11-9-41" -- on envelope front. "Operator's Report - Name: Brown; 3 Original Photographs - Size: 8x10; Ext[erior]; Amount: 7.00" -- on envelope back.
DOI: 10.25549/whit-c170-96360
title: Alhambra High School bus, Southern California, 1940

description: 3 photographs of Alhambra High School bus, Southern California, 1940. "Date: Tues[day]; Time: 3:30; Operator: Vannice; Meet: Mr. Miller; At: Crown Body Corp[oration]; Job: Bus.; Deliver to: & ch[arge] Crown Body Corp[oration]; Print Order: 1 ea[ch], 8x10, gl[ossy]" -- on card front. "Hours on Job: Day: 1 1/2; No. of Negs.: 3; Illumination Used: ext[ernal]" -- on card back. "Subject: Alhambra High School bus; Client: Crown Body Corp[oration], 2500 McPherson, Mr. Miller; Original Print Order: 1 ea[ch], 1 - #2, #3; Size: 8x10; Finish: gl[ossy], gl[ossy] Linen; Mount: with title, 8" title; Year: 1940; Job: 012-17-112" -- on envelope front. "Operator's Report - Name: Vannice; Original Photographs - Size: 3 - 8x11, ext[ernal]; Amount: 11.00" -- on envelope back.
DOI: 10.25549/whit-c170-96359
title: Alhambra High School bus, Southern California, 1940

description: 3 photographs of Alhambra High School bus, Southern California, 1940. "Date: Tues[day]; Time: 3:30; Operator: Vannice; Meet: Mr. Miller; At: Crown Body Corp[oration]; Job: Bus.; Deliver to: & ch[arge] Crown Body Corp[oration]; Print Order: 1 ea[ch], 8x10, gl[ossy]" -- on card front. "Hours on Job: Day: 1 1/2; No. of Negs.: 3; Illumination Used: ext[ernal]" -- on card back. "Subject: Alhambra High School bus; Client: Crown Body Corp[oration], 2500 McPherson, Mr. Miller; Original Print Order: 1 ea[ch], 1 - #2, #3; Size: 8x10; Finish: gl[ossy], gl[ossy] Linen; Mount: with title, 8" title; Year: 1940; Job: 012-17-112" -- on envelope front. "Operator's Report - Name: Vannice; Original Photographs - Size: 3 - 8x11, ext[ernal]; Amount: 11.00" -- on envelope back.
DOI: 10.25549/whit-c170-25094
title: Animals for window display, Southern California, 1926

description: 5 photographs of figurines, Southern California, 1926. "Subject: Animals for window display; Client: J. W. Robinson Co.; Year: 1926; Job: 2-24-49" -- on envelope.
DOI: 10.25549/whit-c170-71319
title: DW-1965-11-30-63
DOI: 10.25549/whit-c170-25004
title: Flowers at West 6th Street & South Western Avenue opening, Pacific-Southwest Trust & Savings Bank, Los Angeles, CA 1926

description: 2 photographs of flowers at West 6th Street & South Western Avenue opening, Pacific-Southwest Trust & Savings Bank, Los Angeles, CA 1926. "Subject: Flowers at 6th & Western opening; Client: Pac[ific-]So[uth]west Bank; Year: 1926; Job: 3-15-34" -- on envelope.
DOI: 10.25549/whit-c170-25082
title: "ILAK", The Big Dog, Southern California, 1926

description: 16 photographs of dog, Southern California, 1926. "Subject: 'ILAK', The Big Dog; Year: 1926; Job: 67-14-19a" -- on envelope.
DOI: 10.25549/whit-c170-25076
title: "ILAK", The Big Dog, Southern California, 1926

description: 16 photographs of dog, Southern California, 1926. "Subject: 'ILAK', The Big Dog; Year: 1926; Job: 67-14-19a" -- on envelope.
DOI: 10.25549/whit-c170-25095
title: Animals for window display, Southern California, 1926

description: 5 photographs of figurines, Southern California, 1926. "Subject: Animals for window display; Client: J. W. Robinson Co.; Year: 1926; Job: 2-24-49" -- on envelope.
DOI: 10.25549/whit-c170-25086
title: "ILAK", The Big Dog, Southern California, 1926

description: 16 photographs of dog, Southern California, 1926. "Subject: 'ILAK', The Big Dog; Year: 1926; Job: 67-14-19a" -- on envelope.
DOI: 10.25549/whit-c170-25199
title: Beverly Hills Heights, Edna May Cooper (model), Beverly Hills, CA, 1926

description: 8 photographs of woman and houses, Beverly Hills, CA, 1926. "Subject: Beverly Hills Heights, Edna May Cooper (model); Client: Frank Meline Co.; Year: 1926; Job: 8-6-15" -- on envelope.
DOI: 10.15468/dl.9vcpzx
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Papua New Guinea",
 "TaxonKey is Diospyros insularis Bakh."
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008261-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-102949
title: Holmby Park, Los Angeles, Calif., 1938

description: 3 photographs of a park, 2 with people playing bowls, Los Angeles, California, 1938 January 4.
DOI: 10.25549/whit-c170-98144
title: Timm plastic plane, Van Nuys, Calif., 1940

description: 7 photographs of a single-engine airplane sitting on the ground, Van Nuys, CA, 1940. "Subject: Timm plastic plane." "Client: Timm Aircraft; Agency: West & Assoc[iates]; also 8x10; Year: 1940; Job no. 05-14-100" -- on envelope front.
DOI: 10.25549/whit-c170-23702
title: Scenes of play on stage, Mission play, San Gabriel, CA, 1930

description: 20 photographs of the cast and production of a stage play, Mission play, San Gabriel, CA, 1930. "Subject: Scenes of play on stage; Client: Mission Play; Original Print Order: 1 #2, 3, 10, 21; Size: 8x10; Finish: gl[ossy]; Year: 1930; Job: 01-3-15" -- on envelope front.
DOI: 10.25549/whit-c170-1141
title: Insurance pictures in studio, Southern California, 1930

description: 8 photographs of 2 men in office, Southern California, 1930. "Subject: insurance pictures in studio; Client: Rule & Sons, Addies envelope & W.H. McLee, c/o Rule & Sons, 621 So[uth] Hope St[reet]; Year: 1930; Job: 1-28-153" -- on envelope front. "Operator's Report: Wayne; Original Photographs: 8 @ 2.00; Amount: 16.00; Model: Monte Ford - Herbert Burns - 20.00" -- on envelope back.
DOI: 10.25549/whit-c170-100069
title: Couple at the beach, Los Angeles County, 1940

description: 13 photographs of a man and woman (probably models) who play and picnic together at a beach, Los Angeles County, 1940 June 21.
DOI: 10.25549/whit-c170-71158
title: 900 Keniston Avenue, Los Angeles, CA, 1928

description: 4 photographs of the interior and exterior of a house at 900 Keniston Avenue, Los Angeles, CA, 1928. "83-30-143; 1928; O'connor; 900 Kenniston [sic] Ave[nue]" -- on envelope.
DOI: 10.25549/whit-c170-96414
title: DW-1941-012-24-151
DOI: 10.25549/whit-c170-13926
title: Town House, Wilshire Boulevard at South Commonwealth Avenue, Los Angeles, CA, 1929

description: 8 photographs of interior of The Town House hotel, Wilshire Boulevard at South Commonwealth Avenue, Los Angeles, CA, 1929. "Subject: Town House Wilshire at Commonwealth; Client: Backer Bro[ther]s, #242, Mr. Land; Original print order: 1 ea[ch]; Size: 8x10; Finish: gl[ossy]; Re-order: 1#7, 1-#2; Size: 8x10; Finish: gl[ossy]; Year: 1929; Job: 10-7-35" -- on envelope front. "Extra charges: Land, #242; Exposures with lights: 1, 1.00; Original photographs-Size: 3, 4, 8x10 at 1.00, 4.00, In City, 3.00; Operator's report (Name): Joe" -- on envelope back.
DOI: 10.25549/whit-c170-29662
title: Christmas live stock show and rodeo, Los Angeles, CA, 1930

description: 17 photographs of men riding horses at the rodeo, Los Angeles, CA, 1930. "Subject: Xmas live stock show and, Rodeo, L[os] A[ngeles]; Client: Whittington; Classifications: F Rodeos; Size: Hold; Year: 1930; Job: 11-29-170" -- on envelope front.
DOI: 10.25549/whit-c170-29664
title: Christmas live stock show and rodeo, Los Angeles, CA, 1930

description: 17 photographs of men riding horses at the rodeo, Los Angeles, CA, 1930. "Subject: Xmas live stock show and, Rodeo, L[os] A[ngeles]; Client: Whittington; Classifications: F Rodeos; Size: Hold; Year: 1930; Job: 11-29-170" -- on envelope front.
DOI: 10.25549/whit-c170-24896
title: Johns Piston Works, Southern California, 1926

description: 12 photographs of men, machinery, and metal works in factory, Southern California, 1926. "Subject: Johns Piston Works; Client: McCarty Co; Year: 1926; Job: 2-10-18" -- on envelope.
DOI: 10.25549/whit-c170-62008
title: Intersection of South Central Avenue and West Rosecrans Avenue, Compton, CA, 1934

description: 4 photographs of intersection of South Central Avenue and West Rosecrans Avenue, Compton, CA, 1934. "Subject: Intersection of Central and Rosecrans, Associated Milk haulers, assured; Client: Harry Parker, Stanberry; Original Print Order: 1 ea[ch]; Size: 8x10; Finish: gl[ossy]; Job: 4-25-161; Year: 1934" -- on envelope front. "Operator's Report Name: Dean; 4 Original Photographs-Size: 8x10; Amount: 8.00" -- on envelope back.
DOI: 10.25549/whit-c170-25080
title: "ILAK", The Big Dog, Southern California, 1926

description: 16 photographs of dog, Southern California, 1926. "Subject: 'ILAK', The Big Dog; Year: 1926; Job: 67-14-19a" -- on envelope.
DOI: 10.25549/whit-c170-62083
title: Gas eliminators installed in L.C. railway coach, Southern California, 1934

description: 7 photographs of automobile parts and motor coach, Southern California, 1934. "Subject: Gas Eliminators installed in L.C. railway coach etc.; Agency: Walter Heaur, 443 So[uth] Figuerora, Fi. 3615; Client: Doering Gas Eliminator Automotive Service; Job: 3-9-43; Year: 1934; Original print order: 3 ea[ch]; Size: 8x10; Finish: gl[ossy]; Re-order: 1 ea[ch]" -- on envelope front. "Operator's Report (Name): Dean; Original photographs- Size: 7, 8x10, 3 locations; Amount: 16.50" -- on envelope back.
DOI: 10.25549/whit-c170-25084
title: "ILAK", The Big Dog, Southern California, 1926

description: 16 photographs of dog, Southern California, 1926. "Subject: 'ILAK', The Big Dog; Year: 1926; Job: 67-14-19a" -- on envelope.
DOI: 10.25549/whit-c170-25089
title: "ILAK", The Big Dog, Southern California, 1926

description: 16 photographs of dog, Southern California, 1926. "Subject: 'ILAK', The Big Dog; Year: 1926; Job: 67-14-19a" -- on envelope.
DOI: 10.25549/whit-c170-26185
title: Go-around tongs in use in Torrance field, Torrance, CA, 1926

description: 3 photographs of tongs and oil well machinery, Torrance, CA, 1926. "Subject: go-around tongs in use in Torrance field; Client: The McCarty Co.; Year: 1926; Job: 8-10-18" -- on envelope.
DOI: 10.25549/whit-c170-16824
title: Lincoln in front of Hi-Hat Cafe, Southern California, 1930

description: 2 photographs of 2 men and woman in automobile in front of restaurant, Southern California, 1930. "Subject: Lincoln in front of Hi-Hat Cafe; Client: Maddux Inc.; Original print order: 1 ea[ch]; Size: 8x10, 5x7; Finish: gl[ossy]; Re-order: 2 ea[ch], 1 3, 2 of #3, 2 #3, 1 #3; Year: 1930; Job: 07-21-91" -- on envelope front. "Operator's report: Joe; Original photographs: 3; Amount: 3.00; Extra charges: McPherson" -- on envelope back.
DOI: 10.25549/whit-c170-13953
title: Carmean truck and trailer at Signal Hill, CA, 1929

description: 4 photographs of O. M. Carmean Trucking Co. truck and trailer at Signal Hill, CA, 1929. "Subject: Carmena Truck and Trailer at Signal Hill; Client: White Truck Co.; Original print order: 2 ea[ch]; Size: 8x10; Finish: gl[ossy]; Re-order: 1#2, 1#4, 9#4, 3 ea[ch] #1, 2, 3, 1#3; Size: 8x10, 11x14, 5x7; Finish: dull buff, gl[ossy]; Mount: at 1.50, 1 on linen 8"; Year: 1929; Job: 10-8-37" -- on envelope front. "Extra charges: Sydney; Hours: 5 1/2 at 1.50, Regular, 8.25; Miles: 53, 3.71; Original photographs-Size: 4, 8x10, Out of City, 4.00; Operator's report (Name): Davey" -- on envelope back.
DOI: 10.25549/whit-c170-62193
title: Baby at play, Southern California, 1933

description: 3 photographs of baby boy playing in wagon and 5 photographs of baby boy playing with shovel in wagon, Southern California, 1933. "Subject: Baby at play; Agency: Dan Miner Co[mpany]; Client: Western Dairies; Original Print Order: 1 #1; Size: 8 1/4 x 8 1/4; Finish: gl[ossy]; Mount: as per proof; Re-Order: 1 ea[ch]; Size: 4x5; Finish: dull; Job: 6-19-90; Year: 1933" -- on envelope front. "Operator's Report Name: Dick; 1 Original Photographs-Size: 8x10 included; Amount: $15.00; Extra Charges: Doane" -- on envelope back.
DOI: 10.25549/whit-c170-62195
title: Baby at play, Southern California, 1933

description: 3 photographs of baby boy playing in wagon and 5 photographs of baby boy playing with shovel in wagon, Southern California, 1933. "Subject: Baby at play; Agency: Dan Miner Co[mpany]; Client: Western Dairies; Original Print Order: 1 #1; Size: 8 1/4 x 8 1/4; Finish: gl[ossy]; Mount: as per proof; Re-Order: 1 ea[ch]; Size: 4x5; Finish: dull; Job: 6-19-90; Year: 1933" -- on envelope front. "Operator's Report Name: Dick; 1 Original Photographs-Size: 8x10 included; Amount: $15.00; Extra Charges: Doane" -- on envelope back.
DOI: 10.25549/whit-c170-28704
title: Guild Art Studio, 2405 West 6th Street, Los Angeles, CA, 1930

description: 3 photographs of paintings, Guild Art Studio, 2405 West 6th Street, Los Angeles, CA, 1930. "Client: Guild Art Studio, 2405 W[est] 6th St[reet]; Original Print Order: 1 ea[ch]; Size: 8x10; Finish: Linen; Mount: no hinge; Year: 1930; Job: 11-25-138" -- on envelope front. "Operator's Report (Name): 'Dick'; 3 Original Photographs-Size; Amount: 3.00, 1.00; 1 Exposures with Lights" -- on envelope back.
DOI: 10.25549/whit-c170-26235
title: Chevrolet at Santa Monica Canyon, Los Angeles, CA, 1926

description: 4 photographs of men and automobile, Los Angeles, CA, 1926. "Subject: Chev[rolet] at Santa Monica canyon, L.A.A.C. Golf Links showing Dr. J.J. Marton & stone Cannon face found embedded in tree.; Client: Dan Miner Co.; Classifications: L. (oddities); Original Print Order: 2 #1, 2, 1 #1, 2; Size: 8x10; Finish: gl[ossy]; Year: 1926; Job: 63-16-30" -- on envelope.
DOI: 10.25549/whit-c170-28674
title: Retouched grease tanks, Southern California, 1930

description: 6 photographs of photographs of grease tanks, Southern California, 1930. "Subject: Copies of retouched grease tanks; Client: Pennzoil; Original Print Order: 1 ea[ch]; Re-Order: 6 ea[ch], #3-4 50 ea[ch], 10 ea[ch] #2, 3, 4, 2 #2, 3, 4 25 ea[ch], 1 ea[ch] #3, 4; Size: 8x10; Finish: gl[ossy] (to be colored); Year: 1930; Job: 11-26-142" -- on envelope front. "Operator's Report (Name): Dick; 6 Copies (Print Extra): @ 1.00 (2 for lettering); Amount: 6.00; Print Retouching: 4 prints, 38.00; Model (Name): Coloring, 4 @ 50¢, 1 @ 75¢, 2.75; Extra Charges: Bohannan" -- on envelope back.
DOI: 10.25549/whit-c170-26238
title: Chevrolet at Santa Monica Canyon, Los Angeles, CA, 1926

description: 4 photographs of men and automobile, Los Angeles, CA, 1926. "Subject: Chev[rolet] at Santa Monica canyon, L.A.A.C. Golf Links showing Dr. J.J. Marton & stone Cannon face found embedded in tree.; Client: Dan Miner Co.; Classifications: L. (oddities); Original Print Order: 2 #1, 2, 1 #1, 2; Size: 8x10; Finish: gl[ossy]; Year: 1926; Job: 63-16-30" -- on envelope.
DOI: 10.25549/whit-c170-28687
title: Packard sedan, Southern California, 1931

description: Photograph of Packard sedan in garage, Southern California, 1931. "Subject: Packard Sedan, Dillon, Owner; Client: Pac[ific] Indemnity; Original Print Order: 1 ea[ch]; Size: 8x10; Finish: gl[ossy]; Year: 1931; Job: 1-30-224" -- on envelope front. "Operator's Report (Name): Joe; 3 Original Photographs - Size; Amount: 3.00; 2 Ounces of Flash Powder @ 85: 1.70; Extra Charges: Mr. Keller" -- on envelope back.
DOI: 10.25549/whit-c170-25083
title: "ILAK", The Big Dog, Southern California, 1926

description: 16 photographs of dog, Southern California, 1926. "Subject: 'ILAK', The Big Dog; Year: 1926; Job: 67-14-19a" -- on envelope.
DOI: 10.15468/dl.59mrfr
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Papua New Guinea",
 "TaxonKey is Ponapea hentyi (Essig) C.Lewis & Zona"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008262-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-25087
title: "ILAK", The Big Dog, Southern California, 1926

description: 16 photographs of dog, Southern California, 1926. "Subject: 'ILAK', The Big Dog; Year: 1926; Job: 67-14-19a" -- on envelope.
DOI: 10.25549/whit-c170-25136
title: Promissory note, Southern California, 1927

description: 2 photographs of promissory note, Southern California, 1927. "Subject: copy of promissory note; Client: Mr. Bering, att[orne]y, 930 Merchants Nat[iona]l Bank b[ui]ld[in]g; Year: 1927; Job: 3-14-55" -- on envelope.
DOI: 10.25549/whit-c170-102995
title: Soccer, Los Angeles, Calif., 1938

description: 10 photographs of a soccer game in a field, Los Angeles, California, 1938 January 6.
DOI: 10.25549/whit-c170-25137
title: Promissory note, Southern California, 1927

description: 2 photographs of promissory note, Southern California, 1927. "Subject: copy of promissory note; Client: Mr. Bering, att[orne]y, 930 Merchants Nat[iona]l Bank b[ui]ld[in]g; Year: 1927; Job: 3-14-55" -- on envelope.
DOI: 10.15468/dl.cc2rqm
title: Occurrence Download

description: A dataset containing 33940381 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Mexico"
 ]
}

 The dataset includes 33940381 records from 4039 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008253-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.space.02947
title: A collection of multi-satellite observation data of the solar high-energy particle event on September 9, 2010
title: 2010年9月9日太阳高能粒子事件的多卫星观测数据集合

description: This dataset is a collection of observations from STEREO-A, SOHO and STEREO-B satellites during the Solar High Energy Particle (SEP) event from September 9th to 12th, 2010. The dataset contains proton intensities with energies &gt;1 MeV measured by these satellites with a time resolution of 10 minutes, which can reflect the differences in observations of the same SEP event from different perspectives.
description: This dataset is a collection of observations from STEREO-A, SOHO and STEREO-B satellites during the Solar High Energy Particle (SEP) event from September 9th to 12th, 2010. The dataset contains proton intensities with energies &gt;1 MeV measured by these satellites with a time resolution of 10 minutes, which can reflect the differences in observations of the same SEP event from different perspectives.
DOI: 10.15468/dl.dbrp54
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nannostomus nigrotaeniatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017476-250827131500795/datasets/export for details.
DOI: 10.15468/dl.7dn2w4
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus robustus"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017477-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkcbr2
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Filago pyramidata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 55 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017478-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68qxef
title: Occurrence Download

description: A dataset containing 3140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "Geometry POLYGON((123.41359 41.84345,123.31618 41.76732,123.40406 41.7496,123.52044 41.7744,123.49002 41.8094,123.46835 41.81321,123.45535 41.81997,123.44038 41.82231,123.43408 41.83171,123.4199 41.83288,123.41359 41.84345))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3140 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017479-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17010845
title: Telecom churn – reproducibility package (code, calibrated scores, models, figures)

description: This deposit contains code and artifacts for a fully reproducible churn-prediction workflow on IBM’s Telco Customer Churn dataset. The pipeline emphasizes class-imbalance aware model selection (PR-AUC with class weights), probability calibration (isotonic; reported via Brier score and reliability curves), and transparent explainability (global SHAP + local LIME). Calibrated probabilities are mapped to operational risk tiers (Low <0.35, Medium 0.35–0.59, High ≥0.60) to support budgeted retention actions.

Contents: (i) training/evaluation scripts, (ii) a calibrated model artifact and evaluation figures (PR/ROC, gains, calibration), (iii) LIME figures and selection logs under a deterministic Plan-A protocol (Top-risk / Median-of-tier / Near-threshold per tier), (iv) audit reports and a Zenodo-ready README. Random seed is fixed to 42 for repeatability.

Data availability: we do not redistribute the raw IBM/Kaggle CSV. Users should download WA_Fn-UseC_-Telco-Customer-Churn.csv from the original source and place it in the project root as documented in the README.