diff --git "a/README.md" "b/README.md"
--- "a/README.md"
+++ "b/README.md"
@@ -10,17 +10,16 @@ tags:
- text-classification
- generated_from_setfit_trainer
widget:
-- text: 'metrics.statistics.average letter per word: 4.83, 4.41, 4.65, 4.77, 4.56,
- 4.36, 4.94, 4.78, 4.68, 4.61, 4.92, 4.6, 4.59, 4.95, 4.88, 4.63, 4.9, 4.31, 4.81,
- 4.8'
+- text: 'metrics.statistics.polysyllables: 4603, 102, 339, 2604, 397, 1180, 555, 1488,
+ 1226, 378, 6639, 1978, 4088, 7005, 3256, 86, 2338, 1905, 1647, 16369'
- text: 'company.relationship: founder, None, founder/chairman, Relation, relation,
CEO, chairman, investor, founder and CEO, founder/CEO, owner, chairman of management
committee, founder and chairman, Chairman and Chief Executive Officer, general
director, executive chairman, Chairman/founder, founder, chairman, ceo, former
chairman and CEO, relation and chairman'
- text: 'variety: Western, Eastern'
-- text: 'Data.Cholesterol: 14, 8, 12, 5, 2, 3, 4, 11, 15, 29, 34, 0, 6, 10, 13, 16,
- 17, 7, 59, 20'
+- text: 'Data.Fat.Saturated Fat: 2.009, 1.164, 1.86, 2.154, 0.568, 0.117, 1.11, 0.049,
+ 0.66, 1.242, 1.899, 0.596, 2.667, 0.044, 2.554, 0.633, 4.591, 1.214, 0.121, 5.486'
- text: 'Date.Full: 8/26/1990, 3/24/1991, 3/31/1991, 4/7/1991, 4/14/1991, 4/21/1991,
4/28/1991, 5/5/1991, 5/12/1991, 5/19/1991, 5/26/1991, 6/2/1991, 6/9/1991, 6/16/1991,
6/23/1991, 6/30/1991, 7/7/1991, 7/14/1991, 7/21/1991, 7/28/1991'
@@ -37,7 +36,7 @@ model-index:
split: test
metrics:
- type: accuracy
- value: 0.7144444444444444
+ value: 0.7512388503468781
name: Accuracy
---
@@ -57,7 +56,7 @@ The model has been trained using an efficient few-shot learning technique that i
- **Sentence Transformer body:** [sentence-transformers/paraphrase-MiniLM-L3-v2](https://huggingface.co/sentence-transformers/paraphrase-MiniLM-L3-v2)
- **Classification head:** a [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance
- **Maximum Sequence Length:** 128 tokens
-- **Number of Classes:** 40 classes
+- **Number of Classes:** 39 classes
@@ -69,55 +68,54 @@ The model has been trained using an efficient few-shot learning technique that i
- **Blogpost:** [SetFit: Efficient Few-Shot Learning Without Prompts](https://huggingface.co/blog/setfit)
### Model Labels
-| Label | Examples |
-|:------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| Day of Month | - 'bibliography.publication.day: 1, 17, 16, 20, 29, 10, 14, 11, 9, 18, 19, 22, 25, 15, 6, 28, 27, 2, 12, 21'
- 'bibliography.publication.day: 1, 17, 16, 20, 29, 10, 14, 11, 9, 18, 19, 22, 25, 15, 6, 28, 27, 2, 12, 21'
- 'Incident.Date.Day: 2, 3, 4, 5, 6, 7, 8, 9, 11, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23'
|
-| Alphanumeric identifier | - 'ID Geography: 01000US, 04000US19, 04000US26, 04000US27, 04000US38, 04000US46, 04000US55, 31000US33460'
- 'SUSPECT_ARREST_NUMBER: (null), M17610854, M17618480, M17628306, M17637947, M17663856, M17601494, M17606651, M17606659, M17614729, M17614733, M17614731, M17618809, M17618812, M17618806, M17626777, M17627762, M17628629, M17630581, M17631139'
- 'ID Geography: 01000US'
|
-| Floating Point Number | - 'Median Grant Or Scholarship Award: 16880.0, 15604.0, 11703.0, 7080.5, 5120.0, 14047.0, 14414.0, 11179.5, 8957.0, 10248.0, 5467.0, 11873.0, 6240.0, 4438.0, 11004.0, 5158.0, 2188.0, 9946.0, 2831.0, 244.0'
- 'alcohol: 5.64, 4.525, 5.208000000000001, 5.824, 3.36, 3.808, 3.888, 4.86, 1.5930000000000002, 5.190999999999999, 3.9, 7.175, 4.437, 4.352, 4.205, 3.925, 4.272, 4.922, 6.765, 4.53'
- 'Data.Fiber: 0.0, 0.2, 0.3, 0.4, 0.7, 0.1, 1.0, 0.6, 0.5, 1.9, 1.1, 2.3, 0.8, 1.6, 0.9, 1.2, 37.0, 4.5, 9.1, 1.5'
|
-| U.S. State Abbreviation | - 'Facility.State: AL, AK, AZ, AR, CA, CO, CT, DE, DC, FL, GA, HI, ID, IL, IN, IA, KS, KY, LA, ME'
- 'Incident.Location.State: WA, OR, KS, CA, CO, OK, AZ, IA, PA, TX, OH, LA, MT, UT, AR, IL, NV, NM, MN, MO'
- 'state2: AL, AK, AZ, AR, CA, CO, CT, DE, FL, GA, HI, ID, IL, IN, IA, KS, KY, LA, ME, MD'
|
-| Street Address | - 'STOP_LOCATION_FULL_ADDRESS: 180 GREENWICH STREET, WALL STREET && BROADWAY, 75 GREENE STREET, 429 WEST BROADWAY, WEST STREET && CHAMBERS STREET, CHAMBERS STREET && WEST BROADWAY, CORTLANDT STREET && CHURCH STREET, 111 FULTON STREET, 25 CLIFF STREET, SPRING STREET && AVENUE OF THE AMERICAS, 130 CEDAR STREET, 225 LIBERTY STREET, BARCLAY STREET && WEST STREET, 153 GREENWICH STREET, BATTERY PLACE && STATE STREET, MERCER STREET && BROOME STREET, WEST STREET && CANAL STREET, BROADWAY && PRINCE STREET, WEST BROADWAY && AVENUE OF THE AMERICAS, 3 SOUTH STREET'
- 'STOP_LOCATION_FULL_ADDRESS: 180 GREENWICH STREET, WALL STREET && BROADWAY, 75 GREENE STREET, 429 WEST BROADWAY, WEST STREET && CHAMBERS STREET, CHAMBERS STREET && WEST BROADWAY, CORTLANDT STREET && CHURCH STREET, 111 FULTON STREET, 25 CLIFF STREET, SPRING STREET && AVENUE OF THE AMERICAS, 130 CEDAR STREET, 225 LIBERTY STREET, BARCLAY STREET && WEST STREET, 153 GREENWICH STREET, BATTERY PLACE && STATE STREET, MERCER STREET && BROOME STREET, WEST STREET && CANAL STREET, BROADWAY && PRINCE STREET, WEST BROADWAY && AVENUE OF THE AMERICAS, 3 SOUTH STREET'
- 'STOP_LOCATION_FULL_ADDRESS: 180 GREENWICH STREET, WALL STREET && BROADWAY, 75 GREENE STREET, 429 WEST BROADWAY, WEST STREET && CHAMBERS STREET, CHAMBERS STREET && WEST BROADWAY, CORTLANDT STREET && CHURCH STREET, 111 FULTON STREET, 25 CLIFF STREET, SPRING STREET && AVENUE OF THE AMERICAS, 130 CEDAR STREET, 225 LIBERTY STREET, BARCLAY STREET && WEST STREET, 153 GREENWICH STREET, BATTERY PLACE && STATE STREET, MERCER STREET && BROOME STREET, WEST STREET && CANAL STREET, BROADWAY && PRINCE STREET, WEST BROADWAY && AVENUE OF THE AMERICAS, 3 SOUTH STREET'
|
-| Year | - 'Year: 2020, 2019, 2018, 2017, 2016, 2015, 2014, 2013'
- 'Year: 2020, 2019, 2018, 2017, 2016, 2015, 2014'
- 'ID Year: 2020, 2019, 2018, 2017, 2016, 2015, 2014, 2013'
|
-| Date | - 'reflecting_week_end: 2021-08-21, 2021-08-14, 2021-08-07, 2021-07-31, 2021-07-24, 2021-07-17, 2021-07-10, 2021-07-03, 2021-06-26, 2021-06-19, 2021-06-12, 2021-06-05, 2021-05-29, 2021-05-22, 2021-05-15, 2021-05-08, 2021-05-01, 2021-04-24, 2021-04-17, 2021-04-10'
- 'Date.Full: 8/26/1990, 3/24/1991, 3/31/1991, 4/7/1991, 4/14/1991, 4/21/1991, 4/28/1991, 5/5/1991, 5/12/1991, 5/19/1991, 5/26/1991, 6/2/1991, 6/9/1991, 6/16/1991, 6/23/1991, 6/30/1991, 7/7/1991, 7/14/1991, 7/21/1991, 7/28/1991'
- 'Starting: 1988-01-26, 1996-11-14, 1997-11-13, 1982-10-07, 2003-10-30, 1987-03-12, 1975-07-25, 1976-09-24, 2001-10-18, 1994-04-18, 1996-04-29, 2005-11-06, 2011-03-24, 1991-04-11, 1980-08-25, 1972-02-14, 1964-09-22, 1939-11-08, 1933-12-04, 2014-03-20'
|
-| Street Name | - 'STOP_LOCATION_STREET_NAME: GREENWICH STREET, WALL STREET, GREENE STREET, WEST BROADWAY, WEST STREET, CHAMBERS STREET, CORTLANDT STREET, FULTON STREET, CLIFF STREET, SPRING STREET, CEDAR STREET, LIBERTY STREET, BARCLAY STREET, BATTERY PLACE, MERCER STREET, BROADWAY, SOUTH STREET, THOMPSON STREET, JAY STREET, CHURCH STREET'
- 'STOP_LOCATION_STREET_NAME: GREENWICH STREET, WALL STREET, GREENE STREET, WEST BROADWAY, WEST STREET, CHAMBERS STREET, CORTLANDT STREET, FULTON STREET, CLIFF STREET, SPRING STREET, CEDAR STREET, LIBERTY STREET, BARCLAY STREET, BATTERY PLACE, MERCER STREET, BROADWAY, SOUTH STREET, THOMPSON STREET, JAY STREET, CHURCH STREET'
- 'STOP_LOCATION_STREET_NAME: GREENWICH STREET, WALL STREET, GREENE STREET, WEST BROADWAY, WEST STREET, CHAMBERS STREET, CORTLANDT STREET, FULTON STREET, CLIFF STREET, SPRING STREET, CEDAR STREET, LIBERTY STREET, BARCLAY STREET, BATTERY PLACE, MERCER STREET, BROADWAY, SOUTH STREET, THOMPSON STREET, JAY STREET, CHURCH STREET'
|
-| Short text | - 'DEMEANOR_OF_PERSON_STOPPED: TERRORISM, OTHER, GRAND LARCENY AUTO, BURGLARY, CPW, NORMAL, PLEASANT, NERVOUS, CALM, ROBBERY, CRIMINAL MISCHIEF, WORRIED, MURDER, GRAND LARCENY, PETIT LARCENY, VERY CALM, QUESTIONED THE REASONING OF STOP, EXPLAINED AND SH, UPSET, IRRATE, ASSAULT'
- 'notes: None, half sample, exit poll, question wording: positive/negative/neutral, question wording positive/negative, no polling 5/8; question wording positive/negative/neutral, full data provided by Craig Burnett, one third sample, question wording: positive/negative feeling, question wording: positive/negative , among those familiar'
- 'notes: None, half sample, exit poll, question wording: positive/negative/neutral, question wording positive/negative, no polling 5/8; question wording positive/negative/neutral, full data provided by Craig Burnett, one third sample, question wording: positive/negative feeling, question wording: positive/negative , among those familiar'
|
-| Time | - 'STOP_FRISK_TIME: 14:26:00, 11:10:00, 11:35:00, 13:20:00, 21:25:00, 20:00:00, 19:58:00, 13:15:00, 8:16:00, 18:44:00, 22:30:00, 4:45:00, 18:30:00, 0:00:00, 9:58:00, 11:15:00, 13:00:00, 8:00:00, 14:57:00, 4:15:00'
- 'STOP_FRISK_TIME: 14:26:00, 11:10:00, 11:35:00, 13:20:00, 21:25:00, 20:00:00, 19:58:00, 13:15:00, 8:16:00, 18:44:00, 22:30:00, 4:45:00, 18:30:00, 0:00:00, 9:58:00, 11:15:00, 13:00:00, 8:00:00, 14:57:00, 4:15:00'
- 'STOP_FRISK_TIME: 14:26:00, 11:10:00, 11:35:00, 13:20:00, 21:25:00, 20:00:00, 19:58:00, 13:15:00, 8:16:00, 18:44:00, 22:30:00, 4:45:00, 18:30:00, 0:00:00, 9:58:00, 11:15:00, 13:00:00, 8:00:00, 14:57:00, 4:15:00'
|
-| Partial timestamp | - 'bibliography.publication.full: June, 1998, November, 1999, March, 1994, June 17, 2008, August 16, 2005, August 20, 2006, August 29, 2006, January 10, 2006, March, 2001, June, 2001, October 14, 1892, July, 1998, July, 2003, January, 1994, October 1997, August 16, 2013, February 11, 2006, June 9, 2008, January 1, 1870, April, 2001'
- 'Last Known Eruption: 8300 BCE, 4040 BCE, Unknown, 3600 BCE, 1282 CE, 104 BCE, 1538 CE, 1944 CE, 1302 CE, 8040 BCE, 2019 CE, 1230 CE, 1890 CE, 1867 CE, 1891 CE, 1050 BCE, 258 BCE, 140 CE, 1950 CE, 1888 CE'
- 'Rating.Experience: Below, Same, None, Above'
|
-| Country Name | - 'Nation: Afghanistan, Albania, Algeria, Andorra, Angola, Antigua and Barbuda, Argentina, Armenia, Australia, Austria, Azerbaijan, Bahamas, The, Bahrain, Bangladesh, Barbados, Belarus, Belgium, Belize, Benin, Bhutan'
- 'Nation: Austria, Belgium, Bulgaria, Croatia, Cyprus, Czech Republic, Denmark, Estonia, Finland, France, Germany, Greece, Hungary, Ireland, Italy, Latvia, Lithuania, Luxembourg, Malta, Netherlands'
- 'Nation: Afghanistan, Albania, Algeria, Andorra, Angola, Antigua and Barbuda, Argentina, Armenia, Australia, Austria, Azerbaijan, The Bahamas, Bahrain, Bangladesh, Barbados, Belarus, Belgium, Belize, Benin, Bhutan'
|
-| Categorical | - 'SUSPECT_RACE_DESCRIPTION: (null), WHITE, BLACK HISPANIC, BLACK, WHITE HISPANIC, ASIAN/PAC.ISL, AMER IND, MALE'
- 'STOP_LOCATION_SECTOR_CODE: (null), C, H, G, E, A, B, I, F, D, 9, PBMS, J, K, M, N, 23, 30, 32, BRONX'
- 'deck: nan, C, E, G, D, A, B, F'
|
-| Latitude | - 'Latitude: 48,87217700, 48,85543800, 48,87416100, 48,87322500, 48,87422500, 48,84189000, 48,86617200, 48,87112100, 48,86552200, 48,87623100, 48,85609000, 48,85642700, 48,86853300, 48,87465400, 48,86995000, 48,85654000, 48,87022000, 48,86962600, 48,85663200, 48,83476200'
- 'lat: 83.92115933668057, 89.53277415300325, 85.37696959908148, 85.44622332365381, 84.28538158324413, 87.96664079539569, 86.11414393337242, 85.43864590316868, 87.65474214915454, 81.67725407101064, 90.47817498708324, 89.87993043195812, 81.56791356025577, 88.48808747114165, 89.3843538611984, 87.5218603199103, 83.99238693700401, 82.50195719071465, 85.84865551792468, 87.92121711225418'
- 'lat: 40.7940823884086, 40.7948509408039, 40.7667178072558, 40.7697032606755, 40.797533370163, 40.7902561000937, 40.7693045133578, 40.7942883045566, 40.7729752391435, 40.7903128889029, 40.7762126854894, 40.7725908847499, 40.7931811701082, 40.7917367820255, 40.7829723919744, 40.7742879599026, 40.7823507678183, 40.7919669739962, 40.7702795904962, 40.7698124821507'
|
-| Postal Code | - 'Code postal: 77700.0, nan'
|
-| Boolean | - 'ranked_choice_reallocated: False'
- 'adult_male: True, False'
- 'eating: False, True'
|
-| Numeric identifier | - 'poll_id: 73830, 74946, 72621, 72647, 72722, 72652, 72714, 72717, 72806, 72809, 72861, 72862, 72864, 73340, 72754, 72757, 72762, 72801, 72802, 72803'
- 'Nutrient Data Bank Number: 11000000, 11100000, 11111000, 11111100, 11111150, 11111160, 11111170, 11112110, 11112120, 11112130, 11112210, 11113000, 11114300, 11114320, 11114330, 11114350, 11115000, 11115100, 11115200, 11115300'
- 'question_id: 138491, 142781, 136283, 136322, 136491, 136338, 136474, 136475, 136485, 136486, 136487, 136610, 136616, 136668, 136720, 136721, 136727, 137480, 137481, 136533'
|
-| Very short text | - 'status: N, Y, REMOVE, None, 1, ?, H, R, M, T'
- 'above_ground_sighter_measurement: None, FALSE, 4, 3, 30, 10, 6, 24, 8, 25, 5, 50, 70, 12, 2, 20, 7, 13, 15, 28'
- 'review_reason_code: 2, 1, 4, None, 5, 3, 7, 3?, 8, D, ?, 3, 1, 1 or 2, D or 1, 7B, 1, 2, 1 OR 2, D OR 2, B, 4?'
|
-| License Plate | - 'plate: AZIZ714, BATBOX1, BBOMBS, BEACHY1, BLK PWR5, BOT TAK, CHERIPI, CIO FTW, DAVES88, DMOBGFY, DOITFKR, EGGPUTT, F DIABDZ, FJ 666, FKK OFF, FKN BLAK, FLT ATCK, F LUPUS, HVNNHEL, H8DES'
|
-| Structured field | - 'metadata.formats.types: text/plain,text/plain; charset=us-ascii,application/pdf,application/x-mobipocket-ebook,application/zip,application/rdf+xml,application/epub+zip,text/html; charset=us-ascii, application/x-mobipocket-ebook,text/plain; charset=us-ascii,text/html; charset=us-ascii,application/zip,application/rdf+xml,application/epub+zip,text/plain, application/x-mobipocket-ebook,text/plain; charset=us-ascii,text/plain,text/html; charset=us-ascii,application/zip,application/rdf+xml,application/epub+zip,application/pdf, text/html; charset=iso-8859-1,text/plain,application/zip,application/rdf+xml,application/epub+zip,text/plain; charset=us-ascii,application/x-mobipocket-ebook, text/plain; charset=us-ascii,text/rtf,application/x-mobipocket-ebook,application/zip,application/rdf+xml,application/epub+zip,text/html; charset=iso-8859-1,text/plain, image/jpeg,text/html; charset=iso-8859-1,application/x-mobipocket-ebook,application/zip,text/plain; charset=iso-8859-1,application/epub+zip,application/rdf+xml,text/plain, text/html,text/plain; charset=us-ascii,application/x-mobipocket-ebook,application/zip,application/rdf+xml,application/epub+zip,text/plain, image/jpeg,text/html; charset=iso-8859-1,text/plain,application/zip,text/plain; charset=iso-8859-1,application/epub+zip,application/rdf+xml,application/x-mobipocket-ebook, text/plain,text/plain; charset=us-ascii,text/html; charset=us-ascii,application/zip,application/rdf+xml,application/epub+zip,application/x-mobipocket-ebook, application/x-mobipocket-ebook,text/plain; charset=us-ascii,text/plain,application/zip,application/rdf+xml,application/epub+zip,text/html; charset=us-ascii, text/html; charset=us-ascii,text/plain; charset=us-ascii,application/x-mobipocket-ebook,application/zip,application/rdf+xml,application/epub+zip,text/plain, application/rdf+xml,text/html; charset=iso-8859-1,application/x-mobipocket-ebook,application/zip,text/plain; charset=iso-8859-1,application/epub+zip,text/plain; charset=us-ascii,text/plain, text/plain; charset=us-ascii,application/x-mobipocket-ebook,text/html; charset=iso-8859-1,application/zip,text/plain; charset=iso-8859-1,application/epub+zip,application/rdf+xml,text/plain, text/html; charset=iso-8859-1,text/plain; charset=us-ascii,text/plain,application/rdf+xml,application/epub+zip,text/plain; charset=iso-8859-1,application/x-mobipocket-ebook, application/rdf+xml,text/html; charset=iso-8859-1,text/plain,application/zip,text/plain; charset=iso-8859-1,application/epub+zip,text/plain; charset=us-ascii,application/x-mobipocket-ebook, text/plain,text/plain; charset=us-ascii,application/x-mobipocket-ebook,application/rdf+xml,application/epub+zip,text/html; charset=us-ascii, image/jpeg,text/html; charset=utf-8,text/plain; charset=us-ascii,application/x-mobipocket-ebook,application/zip,application/rdf+xml,application/epub+zip,text/plain; charset=iso-8859-1,text/plain, text/html; charset=iso-8859-1,application/x-mobipocket-ebook,application/zip,application/rdf+xml,application/epub+zip,text/plain; charset=us-ascii,text/plain, text/plain,text/plain; charset=us-ascii,application/x-mobipocket-ebook,text/plain; charset=iso-8859-1,application/epub+zip,application/rdf+xml,text/html; charset=us-ascii, application/x-mobipocket-ebook,text/plain; charset=us-ascii,application/pdf,text/html; charset=us-ascii,application/zip,application/rdf+xml,application/epub+zip,text/plain'
- 'Rose Bowl: Ohio State 48, Utah 45, Alabama 31, Notre Dame 14, Oregon 28, Wisconsin 27, Ohio State 28, Washington 23, Georgia 54, Oklahoma 48, USC 52, Penn State 49, Stanford 45, Iowa 16, Oregon 59, Florida State 20, Michigan State 24, Stanford 20, Stanford 20, Wisconsin 14, Oregon 45, Wisconsin 38, TCU 21, Wisconsin 19, Ohio State 26, Oregon 17, USC 38, Penn State 24, USC 49, Illinois 17, USC 32, Michigan 18, Texas 41, USC 38, Texas 38, Michigan 37, USC 28, Michigan 14, Oklahoma 34, Washington State 14'
- 'Score: 72-69, 86-70, 85-77, 79-62, 71-65, 77-74, 68-63, 60-54, 82-76, 67-59, 53-41, 61-58, 89-72, 75-68, 84-75, 73-57, 75-70, 82-73, 81-78, 64-52'
|
-| Integer | - 'Statistics.Performances: 8, 0, 4, 1, 3, 5, 9, 7, 6, 2, 15, 16, 10, 11, 12, 13, 14'
- 'femtotal: 9365065.0, 10026228.0, 10007875.0, 9828886.0, 9276187.0, 9582576.0, 10188619.0, 11387968.0, 11312761.0, 10202898.0, 8977824.0, 6960508.0, 5668820.0, 5133183.0, 4954529.0, 4371357.0, 3110470.0'
- 'Total Population: 16330281, 18047174, 20352479, 19115220, 15408130, 13128621, 9746953, 7151890, 5915726, 4179982, 4307615, 2059203, 2114430, 1666037, 1106018, 1152867, 911439, 590807, 515229, 393160'
|
-| Timestamp | - 'created_at: 12/30/20 12:29, 11/2/20 21:26, 11/2/20 22:16, 11/2/20 21:32, 11/2/20 22:01, 11/2/20 22:18, 11/2/20 22:26, 11/2/20 23:31, 11/2/20 21:49, 10/31/20 17:22, 11/1/20 14:39, 11/2/20 08:22, 10/29/20 14:16, 10/31/20 08:36, 10/29/20 11:08, 10/29/20 09:00, 10/29/20 16:13, 10/29/20 16:14, 10/30/20 15:45, 10/28/20 09:24'
- 'created_at: 12/21/22 09:28, 12/21/22 12:52, 12/16/22 18:27, 12/16/22 21:10, 12/14/22 10:39, 12/14/22 08:22, 12/15/22 18:31, 12/14/22 14:13, 12/13/22 09:36, 12/14/22 08:23, 12/14/22 15:40, 12/15/22 09:40, 12/7/22 10:47, 12/7/22 08:17, 12/7/22 17:56, 12/15/22 09:50, 11/30/22 09:25, 11/23/22 08:46, 12/1/22 09:39, 12/5/22 08:29'
- 'created_at: 12/21/22 09:28, 12/21/22 12:52, 12/16/22 18:27, 12/16/22 21:10, 12/14/22 10:39, 12/14/22 08:22, 12/15/22 18:31, 12/14/22 14:13, 12/13/22 09:36, 12/14/22 08:23, 12/14/22 15:40, 12/15/22 09:40, 12/7/22 10:47, 12/7/22 08:17, 12/7/22 17:56, 12/15/22 09:50, 11/30/22 09:25, 11/23/22 08:46, 12/1/22 09:39, 12/5/22 08:29'
|
-| Slug | - 'Slug Geography: united-states'
- 'Slug Detailed Occupation: physicians, physicians-surgeons, lawyers-judges-magistrates-other-judicial-workers, medical-health-services-managers, chief-executives-legislators, veterinarians, social-community-service-managers, securities-commodities-financial-services-sales-agents, petroleum-mining-geological-engineers-including-mining-safety-engineers, economists, miscellaneous-social-scientists-including-survey-researchers-sociologists, natural-sciences-managers, geoscientists-and-hydrologists-except-geographers, detectives-criminal-investigators, judicial-law-clerks, other-psychologists, architectural-engineering-managers, education-administrators, astronomers-physicists, public-relations-and-fundraising-managers'
- 'Slug Geography: united-states, iowa, michigan, minnesota, north-dakota, south-dakota, wisconsin, minneapolis-st-paul-bloomington-mn-wi'
|
-| Full Name | - 'name: Bill Gates, Warren Buffett, Carlos Slim Helu, Oeri Hoffman and Sacher, Paul Allen, Amancio Ortega, Lee Shau Kee, Larry Ellison, Tsai Wan-lin, Theo and Karl Albrecht, Walter Thomas and Raymond Kwok, Prince Alwaleed Bin Talal Alsaud, Charles Koch, David Koch, Li Ka-shing, Jim Walton, Yoshiaki Tsutsumi, John Walton, Sheldon Adelson, S Robson Walton'
- 'sponsor_candidate: None, Vern Buchanan, Joyce Ann Elliott, Xochitl Torres Small, Desiree Tims, Morris Durham Davis, John Katko, Stephen Daniel, Nancy Mace, Alaina Shearer, Wesley Hunt, Scott Perry, J.D. Scholten, Jim Bognet, Angie Craig, Brynne S. Kennedy, Young Kim, Ammar Campa-Najjar, Donna E. Shalala, Jennifer T. Wexton'
- 'Leader: Hibatullah Akhundzada, Hasan Akhund, Bajram Begaj, Edi Rama, Abdelmadjid Tebboune, Aymen Benabderrahmane, Joan Enric Vives i SicÃ\xadlia, Xavier Espot Zamora, Josep Maria Mauri, Emmanuel Macron, Patrick Strzoda, João Lourenço, Charles III, Gaston Browne, SirRodney Williams, Alberto Fernández, Vahagn Khachaturyan, Nikol Pashinyan, Anthony Albanese, David Hurley'
|
-| URL | - 'url: https://docs.cdn.yougov.com/c5o6xiw8t9/econtoplines.pdf, https://docs.cdn.yougov.com/by8wjw1hur/econTabReport.pdf, https://subscriber.politicopro.com/newsletter/2022/12/who-supports-the-payment-pause-00072673, https://news.yahoo.com/new-poll-shows-stark-partisan-divide-when-it-comes-to-americans-view-of-schools-132510314.html, https://harvardharrispoll.com/wp-content/uploads/2022/12/HHP_Dec2022_KeyResults.pdf, https://echeloninsights.com/in-the-news/december-2022-omnibus-2/, https://docs.cdn.yougov.com/b94ttrxy3v/econtoplines.pdf, https://docs.cdn.yougov.com/urts2xadfd/econTabReport.pdf, https://www.foxnews.com/politics/fox-news-poll-americans-show-little-enthusiasm-biden-trump-rematch-2024, https://poll.qu.edu/poll-release?releaseid=3863, https://www.usatoday.com/story/news/politics/2022/12/13/trump-support-gop-2024-presidential-race-poll/10882346002/, https://www.wsj.com/articles/ron-desantis-holds-early-lead-over-donald-trump-among-gop-primary-voters-wsj-poll-shows-11670989311?mod=hp_lead_pos5, https://www.cnn.com/2022/12/14/politics/biden-trump-2024-poll/index.html, https://docs.cdn.yougov.com/dshfq4wqyr/econtoplines.pdf, https://docs.cdn.yougov.com/qsanp37uhh/econTabReport.pdf, https://www.yahoo.com/news/poll-trump-loses-ground-with-republicans-after-kanye-west-nick-fuentes-dinner-100204385.html, https://docs.cdn.yougov.com/regijt79ge/November_Georgia_Ads_joined_earlier.pdf, https://docs.cdn.yougov.com/xcvx6iu6em/November_Georgia_Ads_joined.pdf, https://news.gallup.com/poll/406892/party-images-stable-midterm-elections.aspx, https://docs.cdn.yougov.com/2zebcvjoec/econtoplines.pdf'
- 'metadata.url: https://www.gutenberg.org/ebooks/1342, https://www.gutenberg.org/ebooks/1952, https://www.gutenberg.org/ebooks/11, https://www.gutenberg.org/ebooks/84, https://www.gutenberg.org/ebooks/5200, https://www.gutenberg.org/ebooks/76, https://www.gutenberg.org/ebooks/844, https://www.gutenberg.org/ebooks/74, https://www.gutenberg.org/ebooks/23, https://www.gutenberg.org/ebooks/2542, https://www.gutenberg.org/ebooks/2701, https://www.gutenberg.org/ebooks/1661, https://www.gutenberg.org/ebooks/1400, https://www.gutenberg.org/ebooks/4300, https://www.gutenberg.org/ebooks/98, https://www.gutenberg.org/ebooks/1080, https://www.gutenberg.org/ebooks/345, https://www.gutenberg.org/ebooks/1232, https://www.gutenberg.org/ebooks/174, https://www.gutenberg.org/ebooks/2600'
- 'data.url: http://www.tate.org.uk/art/artworks/abakanowicz-backs-t12981, http://www.tate.org.uk/art/artworks/abbey-illustration-to-judith-shakespeare-n03992, http://www.tate.org.uk/art/artworks/abbott-tri-boro-barber-shop-p13100, http://www.tate.org.uk/art/artworks/abbott-portrait-of-the-engraver-francesco-bartolozzi-t01067, http://www.tate.org.uk/art/artworks/abrahams-lady-in-niche-t03369, http://www.tate.org.uk/art/artworks/absalon-assassinations-t07227, http://www.tate.org.uk/art/artworks/abts-zebe-t13592, http://www.tate.org.uk/art/artworks/acconci-transference-zone-t13178, http://www.tate.org.uk/art/artworks/ackling-five-sunsets-in-one-hour-t03562, http://www.tate.org.uk/art/artworks/ackroyd-cartmel-fell-p77815, http://www.tate.org.uk/art/artworks/adam-composition-river-in-a-gorge-t09843, http://www.tate.org.uk/art/artworks/adams-winters-sleep-n01838, http://www.tate.org.uk/art/artworks/adams-christs-cross-and-adams-tree-t05820, http://www.tate.org.uk/art/artworks/adams-space-construction-with-a-spiral-t07034, http://www.tate.org.uk/art/artworks/adeney-toy-sailing-boats-the-round-pond-n04568, http://www.tate.org.uk/art/artworks/adler-the-mutilated-t00372, http://www.tate.org.uk/art/artworks/adshead-the-cruise-t07229, http://www.tate.org.uk/art/artworks/adzak-cut-bottle-relief-t00875, http://www.tate.org.uk/art/artworks/afro-the-struggle-t00017, http://www.tate.org.uk/art/artworks/agar-figures-in-a-garden-t06749'
|
-| URI | - 'url: https://docs.cdn.yougov.com/c5o6xiw8t9/econtoplines.pdf, https://docs.cdn.yougov.com/by8wjw1hur/econTabReport.pdf, https://subscriber.politicopro.com/newsletter/2022/12/who-supports-the-payment-pause-00072673, https://news.yahoo.com/new-poll-shows-stark-partisan-divide-when-it-comes-to-americans-view-of-schools-132510314.html, https://harvardharrispoll.com/wp-content/uploads/2022/12/HHP_Dec2022_KeyResults.pdf, https://echeloninsights.com/in-the-news/december-2022-omnibus-2/, https://docs.cdn.yougov.com/b94ttrxy3v/econtoplines.pdf, https://docs.cdn.yougov.com/urts2xadfd/econTabReport.pdf, https://www.foxnews.com/politics/fox-news-poll-americans-show-little-enthusiasm-biden-trump-rematch-2024, https://poll.qu.edu/poll-release?releaseid=3863, https://www.usatoday.com/story/news/politics/2022/12/13/trump-support-gop-2024-presidential-race-poll/10882346002/, https://www.wsj.com/articles/ron-desantis-holds-early-lead-over-donald-trump-among-gop-primary-voters-wsj-poll-shows-11670989311?mod=hp_lead_pos5, https://www.cnn.com/2022/12/14/politics/biden-trump-2024-poll/index.html, https://docs.cdn.yougov.com/dshfq4wqyr/econtoplines.pdf, https://docs.cdn.yougov.com/qsanp37uhh/econTabReport.pdf, https://www.yahoo.com/news/poll-trump-loses-ground-with-republicans-after-kanye-west-nick-fuentes-dinner-100204385.html, https://docs.cdn.yougov.com/regijt79ge/November_Georgia_Ads_joined_earlier.pdf, https://docs.cdn.yougov.com/xcvx6iu6em/November_Georgia_Ads_joined.pdf, https://news.gallup.com/poll/406892/party-images-stable-midterm-elections.aspx, https://docs.cdn.yougov.com/2zebcvjoec/econtoplines.pdf'
|
-| U.S. State | - 'Geography: United States, Iowa, Michigan, Minnesota, North Dakota, South Dakota, Wisconsin, Minneapolis-St. Paul-Bloomington, MN-WI'
- 'state: Virginia, Nebraska, Missouri, New York, Indiana, Arkansas, Maine, Illinois, Oklahoma, Ohio, Puerto Rico, North Carolina, New Mexico, Florida, Alaska, New Hampshire, Wyoming, Arizona, New Jersey, California'
- 'Slug Geography: california'
|
-| Last Name | - 'answer: Spanberger, Freitas, Eastman, Bacon, Schaeffer, Schupp, Wagner, Schulte, Balter, Katko, Williams, Hale, Spartz, Tucker, Elliott, Hill, Golden, Crafts, Newman, Fricilone'
|
-| Occupation | - 'Detailed Occupation: Other managers, Cashiers, Retail salespersons, Driver/sales workers & truck drivers, Registered nurses'
- 'Detailed Occupation: Physicians, Physicians & surgeons, Lawyers, & judges, magistrates, & other judicial workers, Medical & health services managers, Chief executives & legislators, Veterinarians, Social & community service managers, Securities, commodities, & financial services sales agents, Petroleum, mining & geological engineers, including mining safety engineers, Economists, Miscellaneous social scientists, including survey researchers & sociologists, Natural sciences managers, Geoscientists and hydrologists, except geographers, Detectives & criminal investigators, Judicial law clerks, Other psychologists, Architectural & engineering managers, Education administrators, Astronomers & physicists, Public relations and fundraising managers'
- 'occupation: Operatives, Craftsmen, Sales, Other, Managers/admin, Professional/technical, Clerical/unskilled, Laborers, Transport, Service, nan, Household workers, Farm laborers, Farmers'
|
-| Zip Code | - 'STOP_LOCATION_ZIP_CODE: (null), 20292, AVENUE, 5 AVEN, 10019, 22768, 10035, 10026, 10128, 24231, 10030, 10039, 23874, 11213, 11233, 100652, 10451, 23543, 100745, PROSPE'
- 'STOP_LOCATION_ZIP_CODE: (null), 20292, AVENUE, 5 AVEN, 10019, 22768, 10035, 10026, 10128, 24231, 10030, 10039, 23874, 11213, 11233, 100652, 10451, 23543, 100745, PROSPE'
- 'zip_codes: nan, 12081.0, 10090.0, 12423.0, 12420.0'
|
-| Month Number | - 'bibliography.publication.month: 6, 11, 3, 8, 1, 10, 7, 2, 4, 5, 9, 12'
- 'Date.Month: 8, 3, 4, 5, 6, 7, 9, 10, 11, 12, 1, 2'
- 'Incident.Date.Month: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12'
|
-| Color | - 'color: Yellow, Black, White'
- 'highlight_fur_color: None, Cinnamon, White, Gray, Cinnamon, White, Gray, White, Black, Cinnamon, White, Black, Black, White, Black, Cinnamon, Gray, Black'
- 'primary_fur_color: None, Gray, Cinnamon, Black'
|
-| Day of Week | - 'day: Sun, Sat, Thur, Fri'
- 'DAY2: Monday, Wednesday, Tuesday, Friday, Saturday, Thursday, Sunday'
- 'DAY2: Monday, Wednesday, Tuesday, Friday, Saturday, Thursday, Sunday'
|
-| Secondary Address | - 'STOP_LOCATION_APARTMENT: (null), 2, 7, 4TH, 2FL, ROOF, ROOF T, BASEME, LOBBY, 17TH, 2 FLOO, 12, 1701, HALLWA, 1E, 5D, SIDEWA, FRONT, 12C, None'
|
-| Percentage | - 'PCT: 93.4, 94.6, 92.6, 100.2, 96.5, 100.8, 101.9, 104.6, 97.1, 99.7, 97.8, 100.0, 92.9, 102.9, 96.1, 99.6, 95.0, 97.6, 100.3, 101.2'
- 'pct: 51.0, 48.0, 44.2, 49.0, 48.4, 49.2, 1.4, 47.0, 48.2, 1.6, 50.0, 42.0, 1.0, 40.0, 53.0, 43.0, 46.0, 52.0, 45.0, 47.3'
- 'PCT.1: 99.3, 99.1, 96.2, 98.6, 98.8, 101.0, 99.6, 97.8, 96.7, 96.8, 98.1, 96.9, 98.0, 98.4, 98.5, 94.6, 101.4, 95.3, 99.8, 97.1'
|
-| Longitude | - 'long: -73.9561344937861, -73.9570437717691, -73.9768311751004, -73.9757249834141, -73.9593126695714, -73.9565700386162, -73.9719735582476, -73.9602609920814, -73.9770718586754, -73.9596413903948, -73.9702676472613, -73.9683613516225, -73.9541201789795, -73.9582694312289, -73.9674285955293, -73.9722500196844, -73.9695063535333, -73.9532170504865, -73.9768603630674, -73.9706105896967'
- 'Longitude: 2,77228900, 2,77461100, 2,77370600, 2,77423900, 2,77654400, 2,79937600, 2,78064700, 2,77697400, 2,78928200, 2,78032200, 2,77731200, 2,77121300, 2,77167600, 2,78236500, 2,76694300, 2,77139500, 2,76872200, 2,76741500, 2,77156700, 2,82065100'
- 'long: 40.65531753386127, 35.52146509142811, 41.04610174058556, 37.25718863973695, 37.73038191275334, 38.78755702518432, 36.31538469187874, 38.3542649521305, 40.33741738725765, 36.831052736369664, 37.39711396680899, 38.28297641253209, 40.25037415629944, 39.12501528359793, 40.179108531876246, 38.165405118101205, 40.28234452941448, 37.1590112746327, 40.08056518798263, 38.45329795732872'
|
-| Month Name | - 'Month: JAN, FEB, MAR, APR, MAY, JUN, JUL, AUG, SEP, OCT, NOV, DEC'
- 'bibliography.publication.month name: June, November, March, August, January, October, July, February, April, May, September, December'
- 'MONTH2: January, February, March, April, May, June, July, August, September, October, November, December'
|
-| AM/PM | |
-| Company Name | - "company.name: Microsoft, Berkshire Hathaway, Telmex, F. Hoffmann-La Roche, Zara, Henderson Land Development, Oracle, Lin Yuan Group, Aldi, Sun Hung Kai Properties, Kingdom Holding Company, Koch industries, Cheung king, Walmart, Seibu Corporation, Las Vegas Sands, Aldi Nord, Tetra Pak, BMW, L'Oreal"
|
-| City Name | - 'Incident.Location.City: Shelton, Aloha, Wichita, San Francisco, Evans, Guthrie, Chandler, Assaria, Burlington, Knoxville, Stockton, Freeport, Columbus, Des Moines, New Orleans, Huntley, Salt Lake City, Strong, Syracuse, England'
|
+| Label | Examples |
+|:------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| Month Number | - 'Incident.Date.Month: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12'
- 'bibliography.publication.month: 6, 11, 3, 8, 1, 10, 7, 2, 4, 5, 9, 12'
- 'mp_month: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12'
|
+| Date | - 'end_date: 12/20/22, 12/19/22, 12/15/22, 12/14/22, 12/13/22, 12/12/22, 12/11/22, 12/7/22, 12/6/22, 12/5/22, 12/4/22, 12/2/22, 11/29/22, 11/22/22, 11/21/22, 11/20/22, 11/19/22, 11/17/22, 11/15/22, 11/14/22'
- 'STOP_FRISK_DATE: 1/16/2017, 2/8/2017, 2/20/2017, 2/21/2017, 2/17/2017, 2/25/2017, 3/3/2017, 3/16/2017, 3/31/2017, 4/2/2017, 4/4/2017, 3/24/2017, 4/6/2017, 4/18/2017, 5/6/2017, 5/10/2017, 5/17/2017, 5/7/2017, 5/24/2017, 6/8/2017'
- 'start_date: 10/31/20, 10/30/20, 10/29/20, 10/27/20, 10/23/20, 10/28/20, 10/26/20, 10/24/20, 10/8/20, 10/22/20, 10/19/20, 10/21/20, 10/11/20, 10/20/20, 10/16/20, 10/18/20, 10/15/20, 10/12/20, 10/13/20, 10/14/20'
|
+| Categorical | - 'STOP_LOCATION_PATROL_BORO_NAME: PBMS, (nul, 986, 5 AV, PBMN, PBBX, 238, 233, 1011, 237, PBBS, 991, 154, PBBN, PBQN, PBQS, 183, 1022, 1025, 220'
- 'Subregion: Western Europe, Italy, Greece, Turkey, Western Asia, Africa (northeastern) and Red Sea, Africa (eastern), Africa (central), Africa (western), Africa (northern), Middle East (western), Middle East (southern), Middle East (eastern), Indian Ocean (western), Indian Ocean (southern), New Zealand, Kermadec Islands, Tonga Islands, Samoan and Wallis Islands, Fiji Islands'
- 'Procedure.Heart Attack.Quality: Average, Unknown, Worse, Better'
|
+| Year | - 'Year: 1998, 1997, 1996, 1995, 1993, 1994'
- 'cycle: 2020'
- 'metadata.acquisition date: 2009, 1924, 2010, 1968, 1982, 1997, 2012, 1983, 1996, 1900, 1990, 1995, 1931, 1960, 1966, 1955, 1993, 1979, 2001, 2011'
|
+| Longitude | - 'Longitude: 2,77228900, 2,77461100, 2,77370600, 2,77423900, 2,77654400, 2,79937600, 2,78064700, 2,77697400, 2,78928200, 2,78032200, 2,77731200, 2,77121300, 2,77167600, 2,78236500, 2,76694300, 2,77139500, 2,76872200, 2,76741500, 2,77156700, 2,82065100'
- 'long: 40.65531753386127, 35.52146509142811, 41.04610174058556, 37.25718863973695, 37.73038191275334, 38.78755702518432, 36.31538469187874, 38.3542649521305, 40.33741738725765, 36.831052736369664, 37.39711396680899, 38.28297641253209, 40.25037415629944, 39.12501528359793, 40.179108531876246, 38.165405118101205, 40.28234452941448, 37.1590112746327, 40.08056518798263, 38.45329795732872'
- 'Longitude: 6.85, 2.97, 2.53, -4.02, 10.87, 11.93, 12.7, 14.139, 14.426, 13.897, 14.83, 15.213, 15.064, 14.933, 14.962, 14.999, 12.02, 14.399, 23.336, 24.439'
|
+| Floating Point Number | - 'ins_premium: 784.55, 1053.48, 899.47, 827.34, 878.41, 835.5, 1068.73, 1137.87, 1273.89, 1160.13, 913.15, 861.18, 641.96, 803.11, 710.46, 649.06, 780.45, 872.51, 1281.55, 661.88'
- 'Data.Vitamins.Vitamin B12: 0.05, 0.56, 0.54, 0.36, 0.61, 0.38, 0.55, 0.58, 0.22, 0.37, 0.46, 0.3, 0.07, 0.5, 0.35, 0.16, 0.24, 0.44, 0.29, 0.85'
- 'Average Wage Appx MOE: 103382.66673939777, 116573.18275172487, 108787.21048470394, 118363.44825256945, 100311.98088082067, 27560.471912039546, 27835.56534877041, 27020.999829170632, 100720.90656498625, 26279.88466481348, 26033.491463487928, 25918.56067562003, 25523.8518942556, 68486.51231657575, 98614.90773401306, 63965.94799270596, 59979.385203569575, 67171.5207463371, 84156.83712285856, 76854.95603440655'
|
+| Slug | - 'Slug Geography: united-states, iowa, michigan, minnesota, north-dakota, south-dakota, wisconsin, minneapolis-st-paul-bloomington-mn-wi'
- 'Slug Detailed Occupation: physicians, physicians-surgeons, lawyers-judges-magistrates-other-judicial-workers, medical-health-services-managers, chief-executives-legislators, veterinarians, social-community-service-managers, securities-commodities-financial-services-sales-agents, petroleum-mining-geological-engineers-including-mining-safety-engineers, economists, miscellaneous-social-scientists-including-survey-researchers-sociologists, natural-sciences-managers, geoscientists-and-hydrologists-except-geographers, detectives-criminal-investigators, judicial-law-clerks, other-psychologists, architectural-engineering-managers, education-administrators, astronomers-physicists, public-relations-and-fundraising-managers'
- 'Slug Geography: united-states, arizona, california, nevada, oregon, los-angeles-long-beach-anaheim-ca, riverside-san-bernardino-ontario-ca, san-diego-carlsbad-ca, san-francisco-oakland-hayward-ca'
|
+| U.S. State Abbreviation | - 'State: AK, AL, AR, AZ, CA, CO, CT, DC, DE, FL, GA, HI, IA, ID, IL, IN, KS, KY, LA, MA'
- 'abbrev: AL, AK, AZ, AR, CA, CO, CT, DE, DC, FL, GA, HI, ID, IL, IN, IA, KS, KY, LA, ME'
- 'Facility.State: AL, AK, AZ, AR, CA, CO, CT, DE, DC, FL, GA, HI, ID, IL, IN, IA, KS, KY, LA, ME'
|
+| Month Name | - 'Month: JAN, FEB, MAR, APR, MAY, JUN, JUL, AUG, SEP, OCT, NOV, DEC'
- 'MONTH2: January, February, March, April, May, June, July, August, September, October, November, December'
- 'MONTH2: January, February, March, April, May, June, July, August, September, October, November, December'
|
+| Day of Month | - 'bibliography.publication.day: 1, 17, 16, 20, 29, 10, 14, 11, 9, 18, 19, 22, 25, 15, 6, 28, 27, 2, 12, 21'
- 'Date.Day: 26, 24, 31, 7, 14, 21, 28, 5, 12, 19, 2, 9, 16, 23, 30, 4, 11, 18, 25, 1'
- 'bibliography.publication.day: 1, 17, 16, 20, 29, 10, 14, 11, 9, 18, 19, 22, 25, 15, 6, 28, 27, 2, 12, 21'
|
+| Currency Code | - 'cur_name: AFN, DZD, AOA, ARS, AMD, AZN, BDT, INR, BYR, XOF, BTN, BOB, BIF, KHR, XAF, CVE, CNY, COP, USD, CDF'
|
+| Last Name | - 'answer: Spanberger, Freitas, Eastman, Bacon, Schaeffer, Schupp, Wagner, Schulte, Balter, Katko, Williams, Hale, Spartz, Tucker, Elliott, Hill, Golden, Crafts, Newman, Fricilone'
- 'candidat: Bush, Perot, Clinton'
|
+| Timestamp | - 'Modification: 26/06/2022 13:31:22, 12/04/2018 15:31:20, 26/06/2022 13:30:09, 26/06/2022 13:30:02, 26/06/2022 13:30:31, 26/06/2022 11:27:12, 26/06/2022 13:30:39, 28/10/2018 00:10:20, 12/04/2018 15:31:19, 26/06/2022 11:26:39, 12/07/2022 09:46:24, 12/04/2018 15:31:18, 21/10/2022 13:07:41, 21/10/2022 13:07:50, 16/09/2020 10:36:33, 26/06/2022 15:36:44, 24/07/2022 09:14:31, 12/04/2018 15:31:17, 26/06/2022 15:36:38, 12/07/2022 09:45:04'
- 'created_at: 12/21/22 09:28, 12/21/22 12:52, 12/16/22 18:27, 12/16/22 21:10, 12/14/22 10:39, 12/14/22 08:22, 12/15/22 18:31, 12/14/22 14:13, 12/13/22 09:36, 12/14/22 08:23, 12/14/22 15:40, 12/15/22 09:40, 12/7/22 10:47, 12/7/22 08:17, 12/7/22 17:56, 12/15/22 09:50, 11/30/22 09:25, 11/23/22 08:46, 12/1/22 09:39, 12/5/22 08:29'
- 'created_at: 12/30/20 12:29, 11/2/20 21:26, 11/2/20 22:16, 11/2/20 21:32, 11/2/20 22:01, 11/2/20 22:18, 11/2/20 22:26, 11/2/20 23:31, 11/2/20 21:49, 10/31/20 17:22, 11/1/20 14:39, 11/2/20 08:22, 10/29/20 14:16, 10/31/20 08:36, 10/29/20 11:08, 10/29/20 09:00, 10/29/20 16:13, 10/29/20 16:14, 10/30/20 15:45, 10/28/20 09:24'
|
+| Day of Week | - 'DAY2: Monday, Wednesday, Tuesday, Friday, Saturday, Thursday, Sunday'
- 'DAY2: Monday, Wednesday, Tuesday, Friday, Saturday, Thursday, Sunday'
- 'day: Sun, Sat, Thur, Fri'
|
+| Integer | - 'RF: 91.0, 92.0, 88.0, nan, 87.0, 81.0, 84.0, 70.0, 85.0, 83.0, 55.0, 86.0, 66.0, 62.0, 69.0, 82.0, 76.0, 77.0, 79.0, 68.0'
- 'GK diving: 7.0, 6.0, 9.0, 27.0, 91.0, 15.0, 90.0, 11.0, 10.0, 5.0, 85.0, 13.0, 3.0, 89.0, 84.0, 14.0, 2.0, 88.0, 12.0, 4.0'
- 'Household Income by Race Moe: 128.0, 286.0, 270.0, 445.0, 390.0, 315.0, 496.0, 734.0, 791.0, 135.0, 266.0, 231.99999999999997, 409.0, 304.0, 326.0, 488.0, 723.0, 531.0, 140.0, 275.0'
|
+| Street Address | - 'STOP_LOCATION_FULL_ADDRESS: 180 GREENWICH STREET, WALL STREET && BROADWAY, 75 GREENE STREET, 429 WEST BROADWAY, WEST STREET && CHAMBERS STREET, CHAMBERS STREET && WEST BROADWAY, CORTLANDT STREET && CHURCH STREET, 111 FULTON STREET, 25 CLIFF STREET, SPRING STREET && AVENUE OF THE AMERICAS, 130 CEDAR STREET, 225 LIBERTY STREET, BARCLAY STREET && WEST STREET, 153 GREENWICH STREET, BATTERY PLACE && STATE STREET, MERCER STREET && BROOME STREET, WEST STREET && CANAL STREET, BROADWAY && PRINCE STREET, WEST BROADWAY && AVENUE OF THE AMERICAS, 3 SOUTH STREET'
- 'STOP_LOCATION_FULL_ADDRESS: 180 GREENWICH STREET, WALL STREET && BROADWAY, 75 GREENE STREET, 429 WEST BROADWAY, WEST STREET && CHAMBERS STREET, CHAMBERS STREET && WEST BROADWAY, CORTLANDT STREET && CHURCH STREET, 111 FULTON STREET, 25 CLIFF STREET, SPRING STREET && AVENUE OF THE AMERICAS, 130 CEDAR STREET, 225 LIBERTY STREET, BARCLAY STREET && WEST STREET, 153 GREENWICH STREET, BATTERY PLACE && STATE STREET, MERCER STREET && BROOME STREET, WEST STREET && CANAL STREET, BROADWAY && PRINCE STREET, WEST BROADWAY && AVENUE OF THE AMERICAS, 3 SOUTH STREET'
- 'STOP_LOCATION_FULL_ADDRESS: 180 GREENWICH STREET, WALL STREET && BROADWAY, 75 GREENE STREET, 429 WEST BROADWAY, WEST STREET && CHAMBERS STREET, CHAMBERS STREET && WEST BROADWAY, CORTLANDT STREET && CHURCH STREET, 111 FULTON STREET, 25 CLIFF STREET, SPRING STREET && AVENUE OF THE AMERICAS, 130 CEDAR STREET, 225 LIBERTY STREET, BARCLAY STREET && WEST STREET, 153 GREENWICH STREET, BATTERY PLACE && STATE STREET, MERCER STREET && BROOME STREET, WEST STREET && CANAL STREET, BROADWAY && PRINCE STREET, WEST BROADWAY && AVENUE OF THE AMERICAS, 3 SOUTH STREET'
|
+| URL | - 'Flag: https://cdn.sofifa.org/flags/38.png, https://cdn.sofifa.org/flags/52.png, https://cdn.sofifa.org/flags/54.png, https://cdn.sofifa.org/flags/60.png, https://cdn.sofifa.org/flags/21.png, https://cdn.sofifa.org/flags/37.png, https://cdn.sofifa.org/flags/45.png, https://cdn.sofifa.org/flags/7.png, https://cdn.sofifa.org/flags/55.png, https://cdn.sofifa.org/flags/10.png, https://cdn.sofifa.org/flags/50.png, https://cdn.sofifa.org/flags/27.png, https://cdn.sofifa.org/flags/44.png, https://cdn.sofifa.org/flags/18.png, https://cdn.sofifa.org/flags/115.png, https://cdn.sofifa.org/flags/46.png, https://cdn.sofifa.org/flags/34.png, https://cdn.sofifa.org/flags/13.png, https://cdn.sofifa.org/flags/43.png, https://cdn.sofifa.org/flags/14.png'
- 'Club Logo: https://cdn.sofifa.org/24/18/teams/243.png, https://cdn.sofifa.org/24/18/teams/241.png, https://cdn.sofifa.org/24/18/teams/73.png, https://cdn.sofifa.org/24/18/teams/21.png, https://cdn.sofifa.org/24/18/teams/11.png, https://cdn.sofifa.org/24/18/teams/5.png, https://cdn.sofifa.org/24/18/teams/45.png, https://cdn.sofifa.org/24/18/teams/10.png, https://cdn.sofifa.org/24/18/teams/1.png, https://cdn.sofifa.org/24/18/teams/240.png, https://cdn.sofifa.org/24/18/teams/22.png, https://cdn.sofifa.org/24/18/teams/47.png, https://cdn.sofifa.org/24/18/teams/18.png, https://cdn.sofifa.org/24/18/teams/48.png, https://cdn.sofifa.org/24/18/teams/44.png, https://cdn.sofifa.org/24/18/teams/9.png, https://cdn.sofifa.org/24/18/teams/52.png, https://cdn.sofifa.org/24/18/teams/327.png, https://cdn.sofifa.org/24/18/teams/69.png, https://cdn.sofifa.org/24/18/teams/32.png'
- 'url: https://github.com/optimus-forecasting-and-polling/0ptimus-SC-VA7-November-2020/blob/main/virginia_cd_7_poll_toplines_tl_31_october_2020.pdf, https://projects.fivethirtyeight.com/polls/20201102_NE_UNLV.pdf, https://docs.google.com/spreadsheets/d/157HttGCHSc-6qx_hAWLg_KCrggbAUCbatOXH3WipShI/edit#gid=0, https://docs.google.com/spreadsheets/d/1RQaEpV6kT3qV2b5P2B_AQgnS2CAJdgJaioH_10hO4qU/edit#gid=1652054673, https://docs.google.com/spreadsheets/d/1sSzvXk5e3hpqSJiYtKN95Bm3VInlB_XtlWV8JQ57780/edit#gid=0, https://docs.google.com/spreadsheets/d/1iWSrZDo1yUpPUkqXffKUsO4w-lGKqhxb5aQGG-fU1Dw/edit#gid=1692435149, https://docs.google.com/spreadsheets/d/19LDCjGkae7_DJHp2KMN79Uq0aukFrQRibJLDjriTMqY/edit#gid=1236548106, https://docs.google.com/spreadsheets/d/1eBWQtr-cx1ECGu-dsFcF_VdhnFfyRPd3qz3zcTmhdFY/edit#gid=1166077921, https://projects.fivethirtyeight.com/polls/20201104_IL3_Victory.pdf, https://projects.fivethirtyeight.com/polls/20201104_IL6_Victory.pdf, https://projects.fivethirtyeight.com/polls/20201104_IL17_Victory.pdf, https://docs.google.com/spreadsheets/d/1C_aw1txi2S5CeUze-vC6TR28M5k0n0RcBGGRUlQEpDQ/edit#gid=2044611796, https://docs.google.com/spreadsheets/d/1RLsioeQZMNIHBeH1xo3nCGherCVpenMxoUxXGKaHUqw/edit#gid=1882933718, https://emersonpolling.reportablenews.com/pr/super-poll-sunday-pregame-polls-show-midwest-shift-for-biden-in-wisconsin-nebraska-s-2nd-district-and-vigo-county-indiana, https://outlook.office.com/mail/inbox/id/AAQkADg2MDVmMmNjLTRhYmUtNDA2NC04NzUzLWZlNWIxZGRkYmM3NQAQAO1Uc%2BZbJvFIsCShNRkrNvQ%3D, https://www.telemundopr.com/noticias/puerto-rico/https-www-telemundopr-com-noticias-puerto-rico-voto-2020-la-encuesta-final-elecciones-2020-puerto-rico-2143435-2/2143435/, https://314action.org/wp-content/uploads/2020/10/NCCD9Results1-1.pdf, https://www.abqjournal.com/1512949/extremely-close-race-for-2nd-congressional-district-ex-pollster-notes-race-between-torres-small-and-herrell-comes-down-to-turnout.html, http://stpetepolls.org/files/StPetePolls_2020_CD13GEN_October28_EH39F.pdf, https://www.scribd.com/document/482078454/Alaska-October-28-2020#from_embed'
|
+| U.S. State | - 'Geography: Arizona, California, Nevada, Oregon'
- 'State: Alabama, Alaska, Arizona, Arkansas, California, Colorado, Connecticut, Delaware, District of Columbia, Florida, Georgia, Hawaii, Idaho, Illinois, Indiana, Iowa, Kansas, Kentucky, Louisiana, Maine'
- 'Slug Geography: california'
|
+| Zip Code | - 'recipient_zip: 995084442, 99503, 995163436, 352124572, 35216, 35976, 358021277, 352174710, 35203, 35233, 35805, 72716, 72201, 72035, 72015, 72223, 72019, 72113, 72758, 72227'
- 'STOP_LOCATION_ZIP_CODE: (null), 20292, AVENUE, 5 AVEN, 10019, 22768, 10035, 10026, 10128, 24231, 10030, 10039, 23874, 11213, 11233, 100652, 10451, 23543, 100745, PROSPE'
- 'zip_codes: nan, 12081.0, 10090.0, 12423.0, 12420.0'
|
+| Country Name | - 'Nationality: Portugal, Argentina, Brazil, Uruguay, Germany, Poland, Spain, Belgium, Chile, Croatia, Wales, Italy, Slovenia, France, Gabon, Sweden, Netherlands, Denmark, Slovakia, England'
- 'adm0_name: Afghanistan, Algeria, Angola, Argentina, Armenia, Azerbaijan, Bangladesh, Bassas da India, Belarus, Benin, Bhutan, Bolivia, Burkina Faso, Burundi, Cambodia, Cameroon, Cape Verde, Central African Republic, Chad, China'
- 'Geography: United States'
|
+| Boolean | - 'ranked_choice_reallocated: False, True'
- 'wealth.how.was founder: True'
- 'internal: False'
|
+| Short text | - 'agestr: Under 5, 5 to 9, 10 to 14, 15 to 19, 20 to 24, 25 to 29, 30 to 34, 35 to 39, 40 to 44, 45 to 49, 50 to 54, 55 to 59, 60 to 64, 65 to 69, 70 to 74, 75 to 79, 80 to 84'
- "Show.Name: Tru, Miss Saigon, A Streetcar Named Desire 92, The Sisters Rosensweig, Beauty And The Beast, A Little More Magic, Broken Glass, Show Boat, Sunset Boulevard, The Shadow Box, Uncle Vanya, Smokey Joe'S Cafe, Having Our Say, Hamlet 95, The Rose Tattoo, A Month In The Country, Arcadia, Cats, Chronicle Of A Death Foretold, How To Succeed In Business Without Really Trying"
- 'Club: Real Madrid CF, FC Barcelona, Paris Saint-Germain, FC Bayern Munich, Manchester United, Chelsea, Juventus, Manchester City, Arsenal, Atlético Madrid, Borussia Dortmund, Milan, Tottenham Hotspur, Napoli, Inter, Liverpool, Roma, Beşiktaş JK, AS Monaco, Bayer 04 Leverkusen'
|
+| Occupation | - 'Detailed Occupation: Other managers, Cashiers, Retail salespersons, Driver/sales workers & truck drivers, Registered nurses'
- 'Detailed Occupation: Physicians, Physicians & surgeons, Lawyers, & judges, magistrates, & other judicial workers, Medical & health services managers, Chief executives & legislators, Veterinarians, Social & community service managers, Securities, commodities, & financial services sales agents, Petroleum, mining & geological engineers, including mining safety engineers, Economists, Miscellaneous social scientists, including survey researchers & sociologists, Natural sciences managers, Geoscientists and hydrologists, except geographers, Detectives & criminal investigators, Judicial law clerks, Other psychologists, Architectural & engineering managers, Education administrators, Astronomers & physicists, Public relations and fundraising managers'
- 'occupation: Operatives, Craftsmen, Sales, Other, Managers/admin, Professional/technical, Clerical/unskilled, Laborers, Transport, Service, nan, Household workers, Farm laborers, Farmers'
|
+| Partial timestamp | - 'Last Known Eruption: 8300 BCE, 4040 BCE, Unknown, 3600 BCE, 1282 CE, 104 BCE, 1538 CE, 1944 CE, 1302 CE, 8040 BCE, 2019 CE, 1230 CE, 1890 CE, 1867 CE, 1891 CE, 1050 BCE, 258 BCE, 140 CE, 1950 CE, 1888 CE'
- 'bibliography.publication.full: June, 1998, November, 1999, March, 1994, June 17, 2008, August 16, 2005, August 20, 2006, August 29, 2006, January 10, 2006, March, 2001, June, 2001, October 14, 1892, July, 1998, July, 2003, January, 1994, October 1997, August 16, 2013, February 11, 2006, June 9, 2008, January 1, 1870, April, 2001'
- 'Rating.Experience: Below, Same, None, Above'
|
+| Street Name | - 'STOP_LOCATION_STREET_NAME: GREENWICH STREET, WALL STREET, GREENE STREET, WEST BROADWAY, WEST STREET, CHAMBERS STREET, CORTLANDT STREET, FULTON STREET, CLIFF STREET, SPRING STREET, CEDAR STREET, LIBERTY STREET, BARCLAY STREET, BATTERY PLACE, MERCER STREET, BROADWAY, SOUTH STREET, THOMPSON STREET, JAY STREET, CHURCH STREET'
- 'STOP_LOCATION_STREET_NAME: GREENWICH STREET, WALL STREET, GREENE STREET, WEST BROADWAY, WEST STREET, CHAMBERS STREET, CORTLANDT STREET, FULTON STREET, CLIFF STREET, SPRING STREET, CEDAR STREET, LIBERTY STREET, BARCLAY STREET, BATTERY PLACE, MERCER STREET, BROADWAY, SOUTH STREET, THOMPSON STREET, JAY STREET, CHURCH STREET'
- 'STOP_LOCATION_STREET_NAME: GREENWICH STREET, WALL STREET, GREENE STREET, WEST BROADWAY, WEST STREET, CHAMBERS STREET, CORTLANDT STREET, FULTON STREET, CLIFF STREET, SPRING STREET, CEDAR STREET, LIBERTY STREET, BARCLAY STREET, BATTERY PLACE, MERCER STREET, BROADWAY, SOUTH STREET, THOMPSON STREET, JAY STREET, CHURCH STREET'
|
+| Full Name | - "cand_nm: Rubio, Marco, Santorum, Richard J., Perry, James R. (Rick), Carson, Benjamin S., Cruz, Rafael Edward 'Ted', Paul, Rand, Clinton, Hillary Rodham, Sanders, Bernard, Fiorina, Carly, Huckabee, Mike, Pataki, George E., O'Malley, Martin Joseph, Graham, Lindsey O., Bush, Jeb, Trump, Donald J., Jindal, Bobby, Christie, Christopher J., Walker, Scott, Stein, Jill, Webb, James Henry Jr."
- 'sponsor_candidate: None, Vern Buchanan, Joyce Ann Elliott, Xochitl Torres Small, Desiree Tims, Morris Durham Davis, John Katko, Stephen Daniel, Nancy Mace, Alaina Shearer, Wesley Hunt, Scott Perry, J.D. Scholten, Jim Bognet, Angie Craig, Brynne S. Kennedy, Young Kim, Ammar Campa-Najjar, Donna E. Shalala, Jennifer T. Wexton'
- 'bibliography.author.name: Austen, Jane, Gilman, Charlotte Perkins, Carroll, Lewis, Shelley, Mary Wollstonecraft, Kafka, Franz, Twain, Mark, Wilde, Oscar, Douglass, Frederick, Ibsen, Henrik, Melville, Herman, Doyle, Arthur Conan, Dickens, Charles, Joyce, James, Swift, Jonathan, Stoker, Bram, Machiavelli, Niccolo, Tolstoy, Leo, graf, Grimm, Wilhelm, Vatsyayana, Unknown'
|
+| Very short text | - 'above_ground_sighter_measurement: None, FALSE, 4, 3, 30, 10, 6, 24, 8, 25, 5, 50, 70, 12, 2, 20, 7, 13, 15, 28'
- 'status: N, Y, REMOVE, None, 1, ?, H, R, M, T'
- 'review_reason_code: 2, 1, 4, None, 5, 3, 7, 3?, 8, D, ?, 3, 1, 1 or 2, D or 1, 7B, 1, 2, 1 OR 2, D OR 2, B, 4?'
|
+| URI | - 'url: https://docs.cdn.yougov.com/c5o6xiw8t9/econtoplines.pdf, https://docs.cdn.yougov.com/by8wjw1hur/econTabReport.pdf, https://subscriber.politicopro.com/newsletter/2022/12/who-supports-the-payment-pause-00072673, https://news.yahoo.com/new-poll-shows-stark-partisan-divide-when-it-comes-to-americans-view-of-schools-132510314.html, https://harvardharrispoll.com/wp-content/uploads/2022/12/HHP_Dec2022_KeyResults.pdf, https://echeloninsights.com/in-the-news/december-2022-omnibus-2/, https://docs.cdn.yougov.com/b94ttrxy3v/econtoplines.pdf, https://docs.cdn.yougov.com/urts2xadfd/econTabReport.pdf, https://www.foxnews.com/politics/fox-news-poll-americans-show-little-enthusiasm-biden-trump-rematch-2024, https://poll.qu.edu/poll-release?releaseid=3863, https://www.usatoday.com/story/news/politics/2022/12/13/trump-support-gop-2024-presidential-race-poll/10882346002/, https://www.wsj.com/articles/ron-desantis-holds-early-lead-over-donald-trump-among-gop-primary-voters-wsj-poll-shows-11670989311?mod=hp_lead_pos5, https://www.cnn.com/2022/12/14/politics/biden-trump-2024-poll/index.html, https://docs.cdn.yougov.com/dshfq4wqyr/econtoplines.pdf, https://docs.cdn.yougov.com/qsanp37uhh/econTabReport.pdf, https://www.yahoo.com/news/poll-trump-loses-ground-with-republicans-after-kanye-west-nick-fuentes-dinner-100204385.html, https://docs.cdn.yougov.com/regijt79ge/November_Georgia_Ads_joined_earlier.pdf, https://docs.cdn.yougov.com/xcvx6iu6em/November_Georgia_Ads_joined.pdf, https://news.gallup.com/poll/406892/party-images-stable-midterm-elections.aspx, https://docs.cdn.yougov.com/2zebcvjoec/econtoplines.pdf'
|
+| Latitude | - 'Latitude: 48,87217700, 48,85543800, 48,87416100, 48,87322500, 48,87422500, 48,84189000, 48,86617200, 48,87112100, 48,86552200, 48,87623100, 48,85609000, 48,85642700, 48,86853300, 48,87465400, 48,86995000, 48,85654000, 48,87022000, 48,86962600, 48,85663200, 48,83476200'
- 'Latitude: 50.17, 45.775, 42.17, 38.87, 43.25, 42.6, 41.73, 40.827, 40.821, 40.73, 39.48, 38.789, 38.638, 38.49, 38.404, 37.748, 37.1, 36.77, 39.284, 37.615'
- 'lat: 40.7940823884086, 40.7948509408039, 40.7667178072558, 40.7697032606755, 40.797533370163, 40.7902561000937, 40.7693045133578, 40.7942883045566, 40.7729752391435, 40.7903128889029, 40.7762126854894, 40.7725908847499, 40.7931811701082, 40.7917367820255, 40.7829723919744, 40.7742879599026, 40.7823507678183, 40.7919669739962, 40.7702795904962, 40.7698124821507'
|
+| Time | - 'STOP_FRISK_TIME: 14:26:00, 11:10:00, 11:35:00, 13:20:00, 21:25:00, 20:00:00, 19:58:00, 13:15:00, 8:16:00, 18:44:00, 22:30:00, 4:45:00, 18:30:00, 0:00:00, 9:58:00, 11:15:00, 13:00:00, 8:00:00, 14:57:00, 4:15:00'
- 'STOP_FRISK_TIME: 14:26:00, 11:10:00, 11:35:00, 13:20:00, 21:25:00, 20:00:00, 19:58:00, 13:15:00, 8:16:00, 18:44:00, 22:30:00, 4:45:00, 18:30:00, 0:00:00, 9:58:00, 11:15:00, 13:00:00, 8:00:00, 14:57:00, 4:15:00'
- 'STOP_FRISK_TIME: 14:26:00, 11:10:00, 11:35:00, 13:20:00, 21:25:00, 20:00:00, 19:58:00, 13:15:00, 8:16:00, 18:44:00, 22:30:00, 4:45:00, 18:30:00, 0:00:00, 9:58:00, 11:15:00, 13:00:00, 8:00:00, 14:57:00, 4:15:00'
|
+| Postal Code | - 'Code postal: 77700.0, nan'
|
+| Country ISO Code | - 'Runner-up Nationality: AUS, GBR, NZL, FRA, USA, RSA, CZE, ARG, GER, SUI, ESP, CRO, ROM, DEN, TCH, URS, CZ, SRB, CND, SWE'
- 'Champion Nationality: AUS, FRA, GBR, NZL, USA, SRB, SUI, SWE, CZE, ESP, GER, NED, CRO, BRA, RUS'
|
+| First Name | - 'Top Name: Mary, Linda, Debra, Lisa, Michelle, Jennifer, Jessica, Samantha, Ashley, Hannah, Emily, Madison, Emma, Isabella, Sophia, Olivia, John, Robert, James, David'
|
+| City Name | - 'Incident.Location.City: Shelton, Aloha, Wichita, San Francisco, Evans, Guthrie, Chandler, Assaria, Burlington, Knoxville, Stockton, Freeport, Columbus, Des Moines, New Orleans, Huntley, Salt Lake City, Strong, Syracuse, England'
|
+| Color | - 'color: Yellow, Black, White'
- 'highlight_fur_color: None, Cinnamon, White, Gray, Cinnamon, White, Gray, White, Black, Cinnamon, White, Black, Black, White, Black, Cinnamon, Gray, Black'
- 'primary_fur_color: None, Gray, Cinnamon, Black'
|
+| License Plate | - 'plate: AZIZ714, BATBOX1, BBOMBS, BEACHY1, BLK PWR5, BOT TAK, CHERIPI, CIO FTW, DAVES88, DMOBGFY, DOITFKR, EGGPUTT, F DIABDZ, FJ 666, FKK OFF, FKN BLAK, FLT ATCK, F LUPUS, HVNNHEL, H8DES'
|
+| AM/PM | |
+| Company Name | - "company.name: Microsoft, Berkshire Hathaway, Telmex, F. Hoffmann-La Roche, Zara, Henderson Land Development, Oracle, Lin Yuan Group, Aldi, Sun Hung Kai Properties, Kingdom Holding Company, Koch industries, Cheung king, Walmart, Seibu Corporation, Las Vegas Sands, Aldi Nord, Tetra Pak, BMW, L'Oreal"
|
+| Secondary Address | - 'STOP_LOCATION_APARTMENT: (null), 2, 7, 4TH, 2FL, ROOF, ROOF T, BASEME, LOBBY, 17TH, 2 FLOO, 12, 1701, HALLWA, 1E, 5D, SIDEWA, FRONT, 12C, None'
|
## Evaluation
### Metrics
| Label | Accuracy |
|:--------|:---------|
-| **all** | 0.7144 |
+| **all** | 0.7512 |
## Uses
@@ -135,7 +133,7 @@ Then you can load this model and run inference.
from setfit import SetFitModel
# Download from the 🤗 Hub
-model = SetFitModel.from_pretrained("setfit_model_id")
+model = SetFitModel.from_pretrained("quantisan/paraphrase-MiniLM-L3-v2-93dataset")
# Run inference
preds = model("variety: Western, Eastern")
```
@@ -169,15 +167,52 @@ preds = model("variety: Western, Eastern")
### Training Set Metrics
| Training set | Min | Median | Max |
|:-------------|:----|:--------|:----|
-| Word count | 2 | 22.3441 | 100 |
-
-| Label | Training Sample Count |
-|:---------|:----------------------|
-| negative | 0 |
-| positive | 0 |
+| Word count | 2 | 22.3314 | 85 |
+
+| Label | Training Sample Count |
+|:------------------------|:----------------------|
+| Categorical | 8 |
+| Timestamp | 5 |
+| Date | 8 |
+| Integer | 8 |
+| Partial timestamp | 4 |
+| Short text | 8 |
+| Very short text | 3 |
+| AM/PM | 1 |
+| Boolean | 8 |
+| City Name | 1 |
+| Color | 3 |
+| Company Name | 1 |
+| Country ISO Code | 2 |
+| Country Name | 8 |
+| Currency Code | 1 |
+| Day of Month | 4 |
+| Day of Week | 4 |
+| First Name | 1 |
+| Floating Point Number | 8 |
+| Full Name | 8 |
+| Last Name | 2 |
+| Latitude | 4 |
+| License Plate | 1 |
+| Longitude | 4 |
+| Month Name | 6 |
+| Month Number | 4 |
+| Occupation | 3 |
+| Postal Code | 1 |
+| Secondary Address | 1 |
+| Slug | 8 |
+| Street Address | 3 |
+| Street Name | 3 |
+| Time | 3 |
+| U.S. State | 8 |
+| U.S. State Abbreviation | 6 |
+| URI | 1 |
+| URL | 8 |
+| Year | 8 |
+| Zip Code | 4 |
### Training Hyperparameters
-- batch_size: (4, 4)
+- batch_size: (8, 8)
- num_epochs: (4, 4)
- max_steps: -1
- sampling_strategy: oversampling
@@ -197,689 +232,305 @@ preds = model("variety: Western, Eastern")
### Training Results
| Epoch | Step | Training Loss | Validation Loss |
|:------:|:-----:|:-------------:|:---------------:|
-| 0.0001 | 1 | 0.5997 | - |
-| 0.0060 | 50 | 0.1557 | - |
-| 0.0120 | 100 | 0.1729 | - |
-| 0.0179 | 150 | 0.1434 | - |
-| 0.0239 | 200 | 0.1665 | - |
-| 0.0299 | 250 | 0.1557 | - |
-| 0.0359 | 300 | 0.1719 | - |
-| 0.0419 | 350 | 0.1216 | - |
-| 0.0478 | 400 | 0.122 | - |
-| 0.0538 | 450 | 0.1525 | - |
-| 0.0598 | 500 | 0.1387 | - |
-| 0.0658 | 550 | 0.1377 | - |
-| 0.0717 | 600 | 0.1017 | - |
-| 0.0777 | 650 | 0.1301 | - |
-| 0.0837 | 700 | 0.103 | - |
-| 0.0897 | 750 | 0.1346 | - |
-| 0.0957 | 800 | 0.1074 | - |
-| 0.1016 | 850 | 0.1023 | - |
-| 0.1076 | 900 | 0.1021 | - |
-| 0.1136 | 950 | 0.1066 | - |
-| 0.1196 | 1000 | 0.0996 | - |
-| 0.1256 | 1050 | 0.0976 | - |
-| 0.1315 | 1100 | 0.0977 | - |
-| 0.1375 | 1150 | 0.0832 | - |
-| 0.1435 | 1200 | 0.0966 | - |
-| 0.1495 | 1250 | 0.0795 | - |
-| 0.1554 | 1300 | 0.0803 | - |
-| 0.1614 | 1350 | 0.0782 | - |
-| 0.1674 | 1400 | 0.0692 | - |
-| 0.1734 | 1450 | 0.0731 | - |
-| 0.1794 | 1500 | 0.0832 | - |
-| 0.1853 | 1550 | 0.0688 | - |
-| 0.1913 | 1600 | 0.0466 | - |
-| 0.1973 | 1650 | 0.0659 | - |
-| 0.2033 | 1700 | 0.0598 | - |
-| 0.2093 | 1750 | 0.0604 | - |
-| 0.2152 | 1800 | 0.05 | - |
-| 0.2212 | 1850 | 0.0601 | - |
-| 0.2272 | 1900 | 0.043 | - |
-| 0.2332 | 1950 | 0.0426 | - |
-| 0.2391 | 2000 | 0.0357 | - |
-| 0.2451 | 2050 | 0.0541 | - |
-| 0.2511 | 2100 | 0.0407 | - |
-| 0.2571 | 2150 | 0.0526 | - |
-| 0.2631 | 2200 | 0.0322 | - |
-| 0.2690 | 2250 | 0.0544 | - |
-| 0.2750 | 2300 | 0.0351 | - |
-| 0.2810 | 2350 | 0.0525 | - |
-| 0.2870 | 2400 | 0.0366 | - |
-| 0.2930 | 2450 | 0.0385 | - |
-| 0.2989 | 2500 | 0.028 | - |
-| 0.3049 | 2550 | 0.0333 | - |
-| 0.3109 | 2600 | 0.0291 | - |
-| 0.3169 | 2650 | 0.03 | - |
-| 0.3229 | 2700 | 0.0343 | - |
-| 0.3288 | 2750 | 0.029 | - |
-| 0.3348 | 2800 | 0.0232 | - |
-| 0.3408 | 2850 | 0.0268 | - |
-| 0.3468 | 2900 | 0.0301 | - |
-| 0.3527 | 2950 | 0.0267 | - |
-| 0.3587 | 3000 | 0.0405 | - |
-| 0.3647 | 3050 | 0.0272 | - |
-| 0.3707 | 3100 | 0.0295 | - |
-| 0.3767 | 3150 | 0.0506 | - |
-| 0.3826 | 3200 | 0.0244 | - |
-| 0.3886 | 3250 | 0.0271 | - |
-| 0.3946 | 3300 | 0.0211 | - |
-| 0.4006 | 3350 | 0.0379 | - |
-| 0.4066 | 3400 | 0.026 | - |
-| 0.4125 | 3450 | 0.0262 | - |
-| 0.4185 | 3500 | 0.0276 | - |
-| 0.4245 | 3550 | 0.0215 | - |
-| 0.4305 | 3600 | 0.0151 | - |
-| 0.4364 | 3650 | 0.0154 | - |
-| 0.4424 | 3700 | 0.0324 | - |
-| 0.4484 | 3750 | 0.0202 | - |
-| 0.4544 | 3800 | 0.0231 | - |
-| 0.4604 | 3850 | 0.0147 | - |
-| 0.4663 | 3900 | 0.0204 | - |
-| 0.4723 | 3950 | 0.016 | - |
-| 0.4783 | 4000 | 0.0162 | - |
-| 0.4843 | 4050 | 0.019 | - |
-| 0.4903 | 4100 | 0.0254 | - |
-| 0.4962 | 4150 | 0.0152 | - |
-| 0.5022 | 4200 | 0.0205 | - |
-| 0.5082 | 4250 | 0.0156 | - |
-| 0.5142 | 4300 | 0.019 | - |
-| 0.5201 | 4350 | 0.0204 | - |
-| 0.5261 | 4400 | 0.0141 | - |
-| 0.5321 | 4450 | 0.0076 | - |
-| 0.5381 | 4500 | 0.0135 | - |
-| 0.5441 | 4550 | 0.0122 | - |
-| 0.5500 | 4600 | 0.0138 | - |
-| 0.5560 | 4650 | 0.0117 | - |
-| 0.5620 | 4700 | 0.0179 | - |
-| 0.5680 | 4750 | 0.015 | - |
-| 0.5740 | 4800 | 0.0078 | - |
-| 0.5799 | 4850 | 0.015 | - |
-| 0.5859 | 4900 | 0.012 | - |
-| 0.5919 | 4950 | 0.0137 | - |
-| 0.5979 | 5000 | 0.0189 | - |
-| 0.6039 | 5050 | 0.0102 | - |
-| 0.6098 | 5100 | 0.0143 | - |
-| 0.6158 | 5150 | 0.0188 | - |
-| 0.6218 | 5200 | 0.0111 | - |
-| 0.6278 | 5250 | 0.0099 | - |
-| 0.6337 | 5300 | 0.0163 | - |
-| 0.6397 | 5350 | 0.0058 | - |
-| 0.6457 | 5400 | 0.0158 | - |
-| 0.6517 | 5450 | 0.0097 | - |
-| 0.6577 | 5500 | 0.0112 | - |
-| 0.6636 | 5550 | 0.0081 | - |
-| 0.6696 | 5600 | 0.0049 | - |
-| 0.6756 | 5650 | 0.016 | - |
-| 0.6816 | 5700 | 0.0129 | - |
-| 0.6876 | 5750 | 0.015 | - |
-| 0.6935 | 5800 | 0.0111 | - |
-| 0.6995 | 5850 | 0.0097 | - |
-| 0.7055 | 5900 | 0.0086 | - |
-| 0.7115 | 5950 | 0.0097 | - |
-| 0.7174 | 6000 | 0.0115 | - |
-| 0.7234 | 6050 | 0.0059 | - |
-| 0.7294 | 6100 | 0.0208 | - |
-| 0.7354 | 6150 | 0.0109 | - |
-| 0.7414 | 6200 | 0.0072 | - |
-| 0.7473 | 6250 | 0.0091 | - |
-| 0.7533 | 6300 | 0.0052 | - |
-| 0.7593 | 6350 | 0.0061 | - |
-| 0.7653 | 6400 | 0.0063 | - |
-| 0.7713 | 6450 | 0.0095 | - |
-| 0.7772 | 6500 | 0.0074 | - |
-| 0.7832 | 6550 | 0.0034 | - |
-| 0.7892 | 6600 | 0.0115 | - |
-| 0.7952 | 6650 | 0.0087 | - |
-| 0.8011 | 6700 | 0.0082 | - |
-| 0.8071 | 6750 | 0.0082 | - |
-| 0.8131 | 6800 | 0.0156 | - |
-| 0.8191 | 6850 | 0.0035 | - |
-| 0.8251 | 6900 | 0.0078 | - |
-| 0.8310 | 6950 | 0.0064 | - |
-| 0.8370 | 7000 | 0.0083 | - |
-| 0.8430 | 7050 | 0.024 | - |
-| 0.8490 | 7100 | 0.0141 | - |
-| 0.8550 | 7150 | 0.0071 | - |
-| 0.8609 | 7200 | 0.0097 | - |
-| 0.8669 | 7250 | 0.0077 | - |
-| 0.8729 | 7300 | 0.0126 | - |
-| 0.8789 | 7350 | 0.0105 | - |
-| 0.8848 | 7400 | 0.0109 | - |
-| 0.8908 | 7450 | 0.0046 | - |
-| 0.8968 | 7500 | 0.0053 | - |
-| 0.9028 | 7550 | 0.005 | - |
-| 0.9088 | 7600 | 0.0066 | - |
-| 0.9147 | 7650 | 0.008 | - |
-| 0.9207 | 7700 | 0.0043 | - |
-| 0.9267 | 7750 | 0.009 | - |
-| 0.9327 | 7800 | 0.0076 | - |
-| 0.9387 | 7850 | 0.01 | - |
-| 0.9446 | 7900 | 0.0032 | - |
-| 0.9506 | 7950 | 0.0087 | - |
-| 0.9566 | 8000 | 0.007 | - |
-| 0.9626 | 8050 | 0.0047 | - |
-| 0.9686 | 8100 | 0.0078 | - |
-| 0.9745 | 8150 | 0.0072 | - |
-| 0.9805 | 8200 | 0.0074 | - |
-| 0.9865 | 8250 | 0.0047 | - |
-| 0.9925 | 8300 | 0.0087 | - |
-| 0.9984 | 8350 | 0.0049 | - |
-| 1.0 | 8363 | - | 0.1397 |
-| 1.0044 | 8400 | 0.0078 | - |
-| 1.0104 | 8450 | 0.0041 | - |
-| 1.0164 | 8500 | 0.0053 | - |
-| 1.0224 | 8550 | 0.0033 | - |
-| 1.0283 | 8600 | 0.0084 | - |
-| 1.0343 | 8650 | 0.0043 | - |
-| 1.0403 | 8700 | 0.0033 | - |
-| 1.0463 | 8750 | 0.0101 | - |
-| 1.0523 | 8800 | 0.0061 | - |
-| 1.0582 | 8850 | 0.0042 | - |
-| 1.0642 | 8900 | 0.0028 | - |
-| 1.0702 | 8950 | 0.0071 | - |
-| 1.0762 | 9000 | 0.0031 | - |
-| 1.0821 | 9050 | 0.0046 | - |
-| 1.0881 | 9100 | 0.003 | - |
-| 1.0941 | 9150 | 0.0029 | - |
-| 1.1001 | 9200 | 0.0043 | - |
-| 1.1061 | 9250 | 0.0095 | - |
-| 1.1120 | 9300 | 0.0113 | - |
-| 1.1180 | 9350 | 0.0038 | - |
-| 1.1240 | 9400 | 0.0057 | - |
-| 1.1300 | 9450 | 0.0103 | - |
-| 1.1360 | 9500 | 0.005 | - |
-| 1.1419 | 9550 | 0.0061 | - |
-| 1.1479 | 9600 | 0.0026 | - |
-| 1.1539 | 9650 | 0.0069 | - |
-| 1.1599 | 9700 | 0.0128 | - |
-| 1.1658 | 9750 | 0.0039 | - |
-| 1.1718 | 9800 | 0.0076 | - |
-| 1.1778 | 9850 | 0.0025 | - |
-| 1.1838 | 9900 | 0.0064 | - |
-| 1.1898 | 9950 | 0.002 | - |
-| 1.1957 | 10000 | 0.0092 | - |
-| 1.2017 | 10050 | 0.0044 | - |
-| 1.2077 | 10100 | 0.0031 | - |
-| 1.2137 | 10150 | 0.0024 | - |
-| 1.2197 | 10200 | 0.0029 | - |
-| 1.2256 | 10250 | 0.0056 | - |
-| 1.2316 | 10300 | 0.0023 | - |
-| 1.2376 | 10350 | 0.0073 | - |
-| 1.2436 | 10400 | 0.0067 | - |
-| 1.2496 | 10450 | 0.0076 | - |
-| 1.2555 | 10500 | 0.003 | - |
-| 1.2615 | 10550 | 0.0031 | - |
-| 1.2675 | 10600 | 0.002 | - |
-| 1.2735 | 10650 | 0.003 | - |
-| 1.2794 | 10700 | 0.0035 | - |
-| 1.2854 | 10750 | 0.0059 | - |
-| 1.2914 | 10800 | 0.0064 | - |
-| 1.2974 | 10850 | 0.0074 | - |
-| 1.3034 | 10900 | 0.0079 | - |
-| 1.3093 | 10950 | 0.0022 | - |
-| 1.3153 | 11000 | 0.0046 | - |
-| 1.3213 | 11050 | 0.0042 | - |
-| 1.3273 | 11100 | 0.0061 | - |
-| 1.3333 | 11150 | 0.0037 | - |
-| 1.3392 | 11200 | 0.0019 | - |
-| 1.3452 | 11250 | 0.0074 | - |
-| 1.3512 | 11300 | 0.0019 | - |
-| 1.3572 | 11350 | 0.0036 | - |
-| 1.3631 | 11400 | 0.0024 | - |
-| 1.3691 | 11450 | 0.0068 | - |
-| 1.3751 | 11500 | 0.0036 | - |
-| 1.3811 | 11550 | 0.0069 | - |
-| 1.3871 | 11600 | 0.0022 | - |
-| 1.3930 | 11650 | 0.0017 | - |
-| 1.3990 | 11700 | 0.0059 | - |
-| 1.4050 | 11750 | 0.0017 | - |
-| 1.4110 | 11800 | 0.0044 | - |
-| 1.4170 | 11850 | 0.0029 | - |
-| 1.4229 | 11900 | 0.002 | - |
-| 1.4289 | 11950 | 0.0017 | - |
-| 1.4349 | 12000 | 0.0042 | - |
-| 1.4409 | 12050 | 0.0044 | - |
-| 1.4468 | 12100 | 0.0017 | - |
-| 1.4528 | 12150 | 0.0063 | - |
-| 1.4588 | 12200 | 0.0036 | - |
-| 1.4648 | 12250 | 0.0019 | - |
-| 1.4708 | 12300 | 0.0033 | - |
-| 1.4767 | 12350 | 0.0017 | - |
-| 1.4827 | 12400 | 0.0026 | - |
-| 1.4887 | 12450 | 0.0062 | - |
-| 1.4947 | 12500 | 0.0037 | - |
-| 1.5007 | 12550 | 0.0057 | - |
-| 1.5066 | 12600 | 0.0053 | - |
-| 1.5126 | 12650 | 0.0074 | - |
-| 1.5186 | 12700 | 0.0026 | - |
-| 1.5246 | 12750 | 0.0026 | - |
-| 1.5306 | 12800 | 0.006 | - |
-| 1.5365 | 12850 | 0.0032 | - |
-| 1.5425 | 12900 | 0.006 | - |
-| 1.5485 | 12950 | 0.0036 | - |
-| 1.5545 | 13000 | 0.0016 | - |
-| 1.5604 | 13050 | 0.0021 | - |
-| 1.5664 | 13100 | 0.006 | - |
-| 1.5724 | 13150 | 0.0018 | - |
-| 1.5784 | 13200 | 0.0017 | - |
-| 1.5844 | 13250 | 0.0036 | - |
-| 1.5903 | 13300 | 0.0016 | - |
-| 1.5963 | 13350 | 0.0015 | - |
-| 1.6023 | 13400 | 0.0029 | - |
-| 1.6083 | 13450 | 0.0048 | - |
-| 1.6143 | 13500 | 0.0029 | - |
-| 1.6202 | 13550 | 0.0025 | - |
-| 1.6262 | 13600 | 0.0035 | - |
-| 1.6322 | 13650 | 0.0034 | - |
-| 1.6382 | 13700 | 0.0031 | - |
-| 1.6441 | 13750 | 0.013 | - |
-| 1.6501 | 13800 | 0.0104 | - |
-| 1.6561 | 13850 | 0.0066 | - |
-| 1.6621 | 13900 | 0.0018 | - |
-| 1.6681 | 13950 | 0.0027 | - |
-| 1.6740 | 14000 | 0.0048 | - |
-| 1.6800 | 14050 | 0.0057 | - |
-| 1.6860 | 14100 | 0.0019 | - |
-| 1.6920 | 14150 | 0.0023 | - |
-| 1.6980 | 14200 | 0.0034 | - |
-| 1.7039 | 14250 | 0.0018 | - |
-| 1.7099 | 14300 | 0.004 | - |
-| 1.7159 | 14350 | 0.0013 | - |
-| 1.7219 | 14400 | 0.0054 | - |
-| 1.7278 | 14450 | 0.0023 | - |
-| 1.7338 | 14500 | 0.0018 | - |
-| 1.7398 | 14550 | 0.0042 | - |
-| 1.7458 | 14600 | 0.002 | - |
-| 1.7518 | 14650 | 0.0037 | - |
-| 1.7577 | 14700 | 0.0026 | - |
-| 1.7637 | 14750 | 0.0027 | - |
-| 1.7697 | 14800 | 0.0097 | - |
-| 1.7757 | 14850 | 0.0017 | - |
-| 1.7817 | 14900 | 0.0062 | - |
-| 1.7876 | 14950 | 0.0021 | - |
-| 1.7936 | 15000 | 0.0018 | - |
-| 1.7996 | 15050 | 0.0058 | - |
-| 1.8056 | 15100 | 0.0016 | - |
-| 1.8116 | 15150 | 0.0085 | - |
-| 1.8175 | 15200 | 0.0028 | - |
-| 1.8235 | 15250 | 0.0036 | - |
-| 1.8295 | 15300 | 0.003 | - |
-| 1.8355 | 15350 | 0.0035 | - |
-| 1.8414 | 15400 | 0.0015 | - |
-| 1.8474 | 15450 | 0.0041 | - |
-| 1.8534 | 15500 | 0.0016 | - |
-| 1.8594 | 15550 | 0.0016 | - |
-| 1.8654 | 15600 | 0.0013 | - |
-| 1.8713 | 15650 | 0.0013 | - |
-| 1.8773 | 15700 | 0.0009 | - |
-| 1.8833 | 15750 | 0.0023 | - |
-| 1.8893 | 15800 | 0.0015 | - |
-| 1.8953 | 15850 | 0.0019 | - |
-| 1.9012 | 15900 | 0.0027 | - |
-| 1.9072 | 15950 | 0.0048 | - |
-| 1.9132 | 16000 | 0.0062 | - |
-| 1.9192 | 16050 | 0.0019 | - |
-| 1.9251 | 16100 | 0.0032 | - |
-| 1.9311 | 16150 | 0.0015 | - |
-| 1.9371 | 16200 | 0.0025 | - |
-| 1.9431 | 16250 | 0.004 | - |
-| 1.9491 | 16300 | 0.0027 | - |
-| 1.9550 | 16350 | 0.0013 | - |
-| 1.9610 | 16400 | 0.0053 | - |
-| 1.9670 | 16450 | 0.0012 | - |
-| 1.9730 | 16500 | 0.0063 | - |
-| 1.9790 | 16550 | 0.0016 | - |
-| 1.9849 | 16600 | 0.0014 | - |
-| 1.9909 | 16650 | 0.0013 | - |
-| 1.9969 | 16700 | 0.0015 | - |
-| 2.0 | 16726 | - | 0.1431 |
-| 2.0029 | 16750 | 0.0041 | - |
-| 2.0088 | 16800 | 0.0017 | - |
-| 2.0148 | 16850 | 0.0015 | - |
-| 2.0208 | 16900 | 0.0014 | - |
-| 2.0268 | 16950 | 0.002 | - |
-| 2.0328 | 17000 | 0.0012 | - |
-| 2.0387 | 17050 | 0.001 | - |
-| 2.0447 | 17100 | 0.001 | - |
-| 2.0507 | 17150 | 0.0055 | - |
-| 2.0567 | 17200 | 0.0019 | - |
-| 2.0627 | 17250 | 0.006 | - |
-| 2.0686 | 17300 | 0.006 | - |
-| 2.0746 | 17350 | 0.0015 | - |
-| 2.0806 | 17400 | 0.0079 | - |
-| 2.0866 | 17450 | 0.0009 | - |
-| 2.0926 | 17500 | 0.0023 | - |
-| 2.0985 | 17550 | 0.0059 | - |
-| 2.1045 | 17600 | 0.0018 | - |
-| 2.1105 | 17650 | 0.0011 | - |
-| 2.1165 | 17700 | 0.0022 | - |
-| 2.1224 | 17750 | 0.0023 | - |
-| 2.1284 | 17800 | 0.0013 | - |
-| 2.1344 | 17850 | 0.0025 | - |
-| 2.1404 | 17900 | 0.0009 | - |
-| 2.1464 | 17950 | 0.0014 | - |
-| 2.1523 | 18000 | 0.0016 | - |
-| 2.1583 | 18050 | 0.0018 | - |
-| 2.1643 | 18100 | 0.0018 | - |
-| 2.1703 | 18150 | 0.0014 | - |
-| 2.1763 | 18200 | 0.0028 | - |
-| 2.1822 | 18250 | 0.0016 | - |
-| 2.1882 | 18300 | 0.0044 | - |
-| 2.1942 | 18350 | 0.0036 | - |
-| 2.2002 | 18400 | 0.0027 | - |
-| 2.2061 | 18450 | 0.0018 | - |
-| 2.2121 | 18500 | 0.0022 | - |
-| 2.2181 | 18550 | 0.0015 | - |
-| 2.2241 | 18600 | 0.0017 | - |
-| 2.2301 | 18650 | 0.0009 | - |
-| 2.2360 | 18700 | 0.0011 | - |
-| 2.2420 | 18750 | 0.0012 | - |
-| 2.2480 | 18800 | 0.0045 | - |
-| 2.2540 | 18850 | 0.0014 | - |
-| 2.2600 | 18900 | 0.0013 | - |
-| 2.2659 | 18950 | 0.0009 | - |
-| 2.2719 | 19000 | 0.0032 | - |
-| 2.2779 | 19050 | 0.0036 | - |
-| 2.2839 | 19100 | 0.0006 | - |
-| 2.2898 | 19150 | 0.0011 | - |
-| 2.2958 | 19200 | 0.0011 | - |
-| 2.3018 | 19250 | 0.0013 | - |
-| 2.3078 | 19300 | 0.0009 | - |
-| 2.3138 | 19350 | 0.0009 | - |
-| 2.3197 | 19400 | 0.0007 | - |
-| 2.3257 | 19450 | 0.0008 | - |
-| 2.3317 | 19500 | 0.0047 | - |
-| 2.3377 | 19550 | 0.003 | - |
-| 2.3437 | 19600 | 0.0013 | - |
-| 2.3496 | 19650 | 0.0057 | - |
-| 2.3556 | 19700 | 0.003 | - |
-| 2.3616 | 19750 | 0.0013 | - |
-| 2.3676 | 19800 | 0.0024 | - |
-| 2.3736 | 19850 | 0.0026 | - |
-| 2.3795 | 19900 | 0.0026 | - |
-| 2.3855 | 19950 | 0.0027 | - |
-| 2.3915 | 20000 | 0.001 | - |
-| 2.3975 | 20050 | 0.005 | - |
-| 2.4034 | 20100 | 0.0019 | - |
-| 2.4094 | 20150 | 0.0007 | - |
-| 2.4154 | 20200 | 0.0039 | - |
-| 2.4214 | 20250 | 0.0036 | - |
-| 2.4274 | 20300 | 0.002 | - |
-| 2.4333 | 20350 | 0.0025 | - |
-| 2.4393 | 20400 | 0.0013 | - |
-| 2.4453 | 20450 | 0.0024 | - |
-| 2.4513 | 20500 | 0.0036 | - |
-| 2.4573 | 20550 | 0.006 | - |
-| 2.4632 | 20600 | 0.0017 | - |
-| 2.4692 | 20650 | 0.0013 | - |
-| 2.4752 | 20700 | 0.0054 | - |
-| 2.4812 | 20750 | 0.001 | - |
-| 2.4871 | 20800 | 0.0012 | - |
-| 2.4931 | 20850 | 0.0009 | - |
-| 2.4991 | 20900 | 0.0012 | - |
-| 2.5051 | 20950 | 0.0009 | - |
-| 2.5111 | 21000 | 0.0023 | - |
-| 2.5170 | 21050 | 0.0011 | - |
-| 2.5230 | 21100 | 0.0013 | - |
-| 2.5290 | 21150 | 0.0007 | - |
-| 2.5350 | 21200 | 0.0011 | - |
-| 2.5410 | 21250 | 0.0012 | - |
-| 2.5469 | 21300 | 0.0036 | - |
-| 2.5529 | 21350 | 0.0044 | - |
-| 2.5589 | 21400 | 0.001 | - |
-| 2.5649 | 21450 | 0.002 | - |
-| 2.5708 | 21500 | 0.0043 | - |
-| 2.5768 | 21550 | 0.0022 | - |
-| 2.5828 | 21600 | 0.0014 | - |
-| 2.5888 | 21650 | 0.005 | - |
-| 2.5948 | 21700 | 0.0008 | - |
-| 2.6007 | 21750 | 0.0008 | - |
-| 2.6067 | 21800 | 0.0014 | - |
-| 2.6127 | 21850 | 0.0022 | - |
-| 2.6187 | 21900 | 0.0015 | - |
-| 2.6247 | 21950 | 0.0029 | - |
-| 2.6306 | 22000 | 0.0013 | - |
-| 2.6366 | 22050 | 0.0011 | - |
-| 2.6426 | 22100 | 0.0012 | - |
-| 2.6486 | 22150 | 0.0008 | - |
-| 2.6545 | 22200 | 0.0015 | - |
-| 2.6605 | 22250 | 0.0009 | - |
-| 2.6665 | 22300 | 0.0008 | - |
-| 2.6725 | 22350 | 0.006 | - |
-| 2.6785 | 22400 | 0.0012 | - |
-| 2.6844 | 22450 | 0.0026 | - |
-| 2.6904 | 22500 | 0.0008 | - |
-| 2.6964 | 22550 | 0.0009 | - |
-| 2.7024 | 22600 | 0.0013 | - |
-| 2.7084 | 22650 | 0.0064 | - |
-| 2.7143 | 22700 | 0.0053 | - |
-| 2.7203 | 22750 | 0.0009 | - |
-| 2.7263 | 22800 | 0.002 | - |
-| 2.7323 | 22850 | 0.0024 | - |
-| 2.7383 | 22900 | 0.0014 | - |
-| 2.7442 | 22950 | 0.0049 | - |
-| 2.7502 | 23000 | 0.0017 | - |
-| 2.7562 | 23050 | 0.0009 | - |
-| 2.7622 | 23100 | 0.0011 | - |
-| 2.7681 | 23150 | 0.0017 | - |
-| 2.7741 | 23200 | 0.0011 | - |
-| 2.7801 | 23250 | 0.0017 | - |
-| 2.7861 | 23300 | 0.0009 | - |
-| 2.7921 | 23350 | 0.0013 | - |
-| 2.7980 | 23400 | 0.0005 | - |
-| 2.8040 | 23450 | 0.0009 | - |
-| 2.8100 | 23500 | 0.0044 | - |
-| 2.8160 | 23550 | 0.0006 | - |
-| 2.8220 | 23600 | 0.0006 | - |
-| 2.8279 | 23650 | 0.0054 | - |
-| 2.8339 | 23700 | 0.001 | - |
-| 2.8399 | 23750 | 0.0044 | - |
-| 2.8459 | 23800 | 0.0014 | - |
-| 2.8518 | 23850 | 0.0011 | - |
-| 2.8578 | 23900 | 0.001 | - |
-| 2.8638 | 23950 | 0.0014 | - |
-| 2.8698 | 24000 | 0.0021 | - |
-| 2.8758 | 24050 | 0.0015 | - |
-| 2.8817 | 24100 | 0.0013 | - |
-| 2.8877 | 24150 | 0.0011 | - |
-| 2.8937 | 24200 | 0.0007 | - |
-| 2.8997 | 24250 | 0.0009 | - |
-| 2.9057 | 24300 | 0.001 | - |
-| 2.9116 | 24350 | 0.0006 | - |
-| 2.9176 | 24400 | 0.0029 | - |
-| 2.9236 | 24450 | 0.0006 | - |
-| 2.9296 | 24500 | 0.003 | - |
-| 2.9355 | 24550 | 0.001 | - |
-| 2.9415 | 24600 | 0.001 | - |
-| 2.9475 | 24650 | 0.0005 | - |
-| 2.9535 | 24700 | 0.0008 | - |
-| 2.9595 | 24750 | 0.0009 | - |
-| 2.9654 | 24800 | 0.0012 | - |
-| 2.9714 | 24850 | 0.0012 | - |
-| 2.9774 | 24900 | 0.0042 | - |
-| 2.9834 | 24950 | 0.0011 | - |
-| 2.9894 | 25000 | 0.0022 | - |
-| 2.9953 | 25050 | 0.0006 | - |
-| 3.0 | 25089 | - | 0.1379 |
-| 3.0013 | 25100 | 0.0017 | - |
-| 3.0073 | 25150 | 0.0014 | - |
-| 3.0133 | 25200 | 0.0006 | - |
-| 3.0193 | 25250 | 0.001 | - |
-| 3.0252 | 25300 | 0.0044 | - |
-| 3.0312 | 25350 | 0.0023 | - |
-| 3.0372 | 25400 | 0.0015 | - |
-| 3.0432 | 25450 | 0.005 | - |
-| 3.0491 | 25500 | 0.0009 | - |
-| 3.0551 | 25550 | 0.0007 | - |
-| 3.0611 | 25600 | 0.0054 | - |
-| 3.0671 | 25650 | 0.0007 | - |
-| 3.0731 | 25700 | 0.0014 | - |
-| 3.0790 | 25750 | 0.0011 | - |
-| 3.0850 | 25800 | 0.0014 | - |
-| 3.0910 | 25850 | 0.0019 | - |
-| 3.0970 | 25900 | 0.0014 | - |
-| 3.1030 | 25950 | 0.0011 | - |
-| 3.1089 | 26000 | 0.0013 | - |
-| 3.1149 | 26050 | 0.0013 | - |
-| 3.1209 | 26100 | 0.0013 | - |
-| 3.1269 | 26150 | 0.0005 | - |
-| 3.1328 | 26200 | 0.0006 | - |
-| 3.1388 | 26250 | 0.0015 | - |
-| 3.1448 | 26300 | 0.0058 | - |
-| 3.1508 | 26350 | 0.001 | - |
-| 3.1568 | 26400 | 0.0022 | - |
-| 3.1627 | 26450 | 0.0008 | - |
-| 3.1687 | 26500 | 0.001 | - |
-| 3.1747 | 26550 | 0.0005 | - |
-| 3.1807 | 26600 | 0.0013 | - |
-| 3.1867 | 26650 | 0.0006 | - |
-| 3.1926 | 26700 | 0.0009 | - |
-| 3.1986 | 26750 | 0.0008 | - |
-| 3.2046 | 26800 | 0.0006 | - |
-| 3.2106 | 26850 | 0.0008 | - |
-| 3.2165 | 26900 | 0.0006 | - |
-| 3.2225 | 26950 | 0.0007 | - |
-| 3.2285 | 27000 | 0.0055 | - |
-| 3.2345 | 27050 | 0.0014 | - |
-| 3.2405 | 27100 | 0.0007 | - |
-| 3.2464 | 27150 | 0.0005 | - |
-| 3.2524 | 27200 | 0.0006 | - |
-| 3.2584 | 27250 | 0.0024 | - |
-| 3.2644 | 27300 | 0.0011 | - |
-| 3.2704 | 27350 | 0.0006 | - |
-| 3.2763 | 27400 | 0.0006 | - |
-| 3.2823 | 27450 | 0.0007 | - |
-| 3.2883 | 27500 | 0.0024 | - |
-| 3.2943 | 27550 | 0.0024 | - |
-| 3.3003 | 27600 | 0.003 | - |
-| 3.3062 | 27650 | 0.0006 | - |
-| 3.3122 | 27700 | 0.0007 | - |
-| 3.3182 | 27750 | 0.0056 | - |
-| 3.3242 | 27800 | 0.0043 | - |
-| 3.3301 | 27850 | 0.0015 | - |
-| 3.3361 | 27900 | 0.0005 | - |
-| 3.3421 | 27950 | 0.0008 | - |
-| 3.3481 | 28000 | 0.0061 | - |
-| 3.3541 | 28050 | 0.0017 | - |
-| 3.3600 | 28100 | 0.0009 | - |
-| 3.3660 | 28150 | 0.0017 | - |
-| 3.3720 | 28200 | 0.001 | - |
-| 3.3780 | 28250 | 0.0004 | - |
-| 3.3840 | 28300 | 0.001 | - |
-| 3.3899 | 28350 | 0.0008 | - |
-| 3.3959 | 28400 | 0.0052 | - |
-| 3.4019 | 28450 | 0.0014 | - |
-| 3.4079 | 28500 | 0.0006 | - |
-| 3.4138 | 28550 | 0.001 | - |
-| 3.4198 | 28600 | 0.0009 | - |
-| 3.4258 | 28650 | 0.0004 | - |
-| 3.4318 | 28700 | 0.0047 | - |
-| 3.4378 | 28750 | 0.0004 | - |
-| 3.4437 | 28800 | 0.0011 | - |
-| 3.4497 | 28850 | 0.0014 | - |
-| 3.4557 | 28900 | 0.001 | - |
-| 3.4617 | 28950 | 0.0016 | - |
-| 3.4677 | 29000 | 0.0045 | - |
-| 3.4736 | 29050 | 0.0009 | - |
-| 3.4796 | 29100 | 0.0007 | - |
-| 3.4856 | 29150 | 0.001 | - |
-| 3.4916 | 29200 | 0.0007 | - |
-| 3.4975 | 29250 | 0.0021 | - |
-| 3.5035 | 29300 | 0.001 | - |
-| 3.5095 | 29350 | 0.0004 | - |
-| 3.5155 | 29400 | 0.0005 | - |
-| 3.5215 | 29450 | 0.0005 | - |
-| 3.5274 | 29500 | 0.0017 | - |
-| 3.5334 | 29550 | 0.0056 | - |
-| 3.5394 | 29600 | 0.0009 | - |
-| 3.5454 | 29650 | 0.0006 | - |
-| 3.5514 | 29700 | 0.001 | - |
-| 3.5573 | 29750 | 0.001 | - |
-| 3.5633 | 29800 | 0.0007 | - |
-| 3.5693 | 29850 | 0.001 | - |
-| 3.5753 | 29900 | 0.0003 | - |
-| 3.5813 | 29950 | 0.0007 | - |
-| 3.5872 | 30000 | 0.0045 | - |
-| 3.5932 | 30050 | 0.0008 | - |
-| 3.5992 | 30100 | 0.0055 | - |
-| 3.6052 | 30150 | 0.0014 | - |
-| 3.6111 | 30200 | 0.0007 | - |
-| 3.6171 | 30250 | 0.0012 | - |
-| 3.6231 | 30300 | 0.0015 | - |
-| 3.6291 | 30350 | 0.001 | - |
-| 3.6351 | 30400 | 0.0006 | - |
-| 3.6410 | 30450 | 0.0005 | - |
-| 3.6470 | 30500 | 0.0007 | - |
-| 3.6530 | 30550 | 0.0012 | - |
-| 3.6590 | 30600 | 0.0008 | - |
-| 3.6650 | 30650 | 0.0018 | - |
-| 3.6709 | 30700 | 0.0021 | - |
-| 3.6769 | 30750 | 0.0006 | - |
-| 3.6829 | 30800 | 0.0006 | - |
-| 3.6889 | 30850 | 0.0018 | - |
-| 3.6948 | 30900 | 0.0006 | - |
-| 3.7008 | 30950 | 0.0008 | - |
-| 3.7068 | 31000 | 0.0012 | - |
-| 3.7128 | 31050 | 0.0018 | - |
-| 3.7188 | 31100 | 0.0008 | - |
-| 3.7247 | 31150 | 0.0009 | - |
-| 3.7307 | 31200 | 0.0005 | - |
-| 3.7367 | 31250 | 0.0012 | - |
-| 3.7427 | 31300 | 0.0019 | - |
-| 3.7487 | 31350 | 0.0018 | - |
-| 3.7546 | 31400 | 0.0007 | - |
-| 3.7606 | 31450 | 0.0042 | - |
-| 3.7666 | 31500 | 0.001 | - |
-| 3.7726 | 31550 | 0.0043 | - |
-| 3.7785 | 31600 | 0.0015 | - |
-| 3.7845 | 31650 | 0.0011 | - |
-| 3.7905 | 31700 | 0.0004 | - |
-| 3.7965 | 31750 | 0.0008 | - |
-| 3.8025 | 31800 | 0.0013 | - |
-| 3.8084 | 31850 | 0.0005 | - |
-| 3.8144 | 31900 | 0.0042 | - |
-| 3.8204 | 31950 | 0.0022 | - |
-| 3.8264 | 32000 | 0.0007 | - |
-| 3.8324 | 32050 | 0.0007 | - |
-| 3.8383 | 32100 | 0.0008 | - |
-| 3.8443 | 32150 | 0.0008 | - |
-| 3.8503 | 32200 | 0.0015 | - |
-| 3.8563 | 32250 | 0.0011 | - |
-| 3.8623 | 32300 | 0.0007 | - |
-| 3.8682 | 32350 | 0.001 | - |
-| 3.8742 | 32400 | 0.0006 | - |
-| 3.8802 | 32450 | 0.0005 | - |
-| 3.8862 | 32500 | 0.0005 | - |
-| 3.8921 | 32550 | 0.0014 | - |
-| 3.8981 | 32600 | 0.0007 | - |
-| 3.9041 | 32650 | 0.0007 | - |
-| 3.9101 | 32700 | 0.0043 | - |
-| 3.9161 | 32750 | 0.0003 | - |
-| 3.9220 | 32800 | 0.0015 | - |
-| 3.9280 | 32850 | 0.0005 | - |
-| 3.9340 | 32900 | 0.0048 | - |
-| 3.9400 | 32950 | 0.0019 | - |
-| 3.9460 | 33000 | 0.0018 | - |
-| 3.9519 | 33050 | 0.0006 | - |
-| 3.9579 | 33100 | 0.001 | - |
-| 3.9639 | 33150 | 0.0006 | - |
-| 3.9699 | 33200 | 0.0008 | - |
-| 3.9758 | 33250 | 0.0004 | - |
-| 3.9818 | 33300 | 0.004 | - |
-| 3.9878 | 33350 | 0.0007 | - |
-| 3.9938 | 33400 | 0.001 | - |
-| 3.9998 | 33450 | 0.0007 | - |
-| 4.0 | 33452 | - | 0.1389 |
+| 0.0003 | 1 | 0.3882 | - |
+| 0.0140 | 50 | 0.1864 | - |
+| 0.0280 | 100 | 0.1588 | - |
+| 0.0421 | 150 | 0.15 | - |
+| 0.0561 | 200 | 0.1537 | - |
+| 0.0701 | 250 | 0.1325 | - |
+| 0.0841 | 300 | 0.132 | - |
+| 0.0981 | 350 | 0.1149 | - |
+| 0.1121 | 400 | 0.1198 | - |
+| 0.1262 | 450 | 0.1035 | - |
+| 0.1402 | 500 | 0.0907 | - |
+| 0.1542 | 550 | 0.0917 | - |
+| 0.1682 | 600 | 0.0875 | - |
+| 0.1822 | 650 | 0.0803 | - |
+| 0.1962 | 700 | 0.0669 | - |
+| 0.2103 | 750 | 0.0671 | - |
+| 0.2243 | 800 | 0.0614 | - |
+| 0.2383 | 850 | 0.0642 | - |
+| 0.2523 | 900 | 0.0481 | - |
+| 0.2663 | 950 | 0.0548 | - |
+| 0.2803 | 1000 | 0.0346 | - |
+| 0.2944 | 1050 | 0.0406 | - |
+| 0.3084 | 1100 | 0.0403 | - |
+| 0.3224 | 1150 | 0.0349 | - |
+| 0.3364 | 1200 | 0.0312 | - |
+| 0.3504 | 1250 | 0.0378 | - |
+| 0.3645 | 1300 | 0.0335 | - |
+| 0.3785 | 1350 | 0.0323 | - |
+| 0.3925 | 1400 | 0.0234 | - |
+| 0.4065 | 1450 | 0.0313 | - |
+| 0.4205 | 1500 | 0.022 | - |
+| 0.4345 | 1550 | 0.0326 | - |
+| 0.4486 | 1600 | 0.0233 | - |
+| 0.4626 | 1650 | 0.0195 | - |
+| 0.4766 | 1700 | 0.0254 | - |
+| 0.4906 | 1750 | 0.0211 | - |
+| 0.5046 | 1800 | 0.0198 | - |
+| 0.5186 | 1850 | 0.0201 | - |
+| 0.5327 | 1900 | 0.0216 | - |
+| 0.5467 | 1950 | 0.0174 | - |
+| 0.5607 | 2000 | 0.0176 | - |
+| 0.5747 | 2050 | 0.0234 | - |
+| 0.5887 | 2100 | 0.0172 | - |
+| 0.6027 | 2150 | 0.0129 | - |
+| 0.6168 | 2200 | 0.0151 | - |
+| 0.6308 | 2250 | 0.015 | - |
+| 0.6448 | 2300 | 0.0164 | - |
+| 0.6588 | 2350 | 0.0137 | - |
+| 0.6728 | 2400 | 0.014 | - |
+| 0.6869 | 2450 | 0.0154 | - |
+| 0.7009 | 2500 | 0.0135 | - |
+| 0.7149 | 2550 | 0.0164 | - |
+| 0.7289 | 2600 | 0.0139 | - |
+| 0.7429 | 2650 | 0.0164 | - |
+| 0.7569 | 2700 | 0.0106 | - |
+| 0.7710 | 2750 | 0.0084 | - |
+| 0.7850 | 2800 | 0.0133 | - |
+| 0.7990 | 2850 | 0.0114 | - |
+| 0.8130 | 2900 | 0.0066 | - |
+| 0.8270 | 2950 | 0.0091 | - |
+| 0.8410 | 3000 | 0.0126 | - |
+| 0.8551 | 3050 | 0.0107 | - |
+| 0.8691 | 3100 | 0.0068 | - |
+| 0.8831 | 3150 | 0.006 | - |
+| 0.8971 | 3200 | 0.007 | - |
+| 0.9111 | 3250 | 0.0155 | - |
+| 0.9251 | 3300 | 0.0111 | - |
+| 0.9392 | 3350 | 0.0049 | - |
+| 0.9532 | 3400 | 0.0076 | - |
+| 0.9672 | 3450 | 0.0092 | - |
+| 0.9812 | 3500 | 0.0086 | - |
+| 0.9952 | 3550 | 0.0061 | - |
+| 1.0 | 3567 | - | 0.1341 |
+| 1.0093 | 3600 | 0.0073 | - |
+| 1.0233 | 3650 | 0.0065 | - |
+| 1.0373 | 3700 | 0.0063 | - |
+| 1.0513 | 3750 | 0.0094 | - |
+| 1.0653 | 3800 | 0.0114 | - |
+| 1.0793 | 3850 | 0.0084 | - |
+| 1.0934 | 3900 | 0.0098 | - |
+| 1.1074 | 3950 | 0.0058 | - |
+| 1.1214 | 4000 | 0.0045 | - |
+| 1.1354 | 4050 | 0.018 | - |
+| 1.1494 | 4100 | 0.0077 | - |
+| 1.1634 | 4150 | 0.0067 | - |
+| 1.1775 | 4200 | 0.0061 | - |
+| 1.1915 | 4250 | 0.0037 | - |
+| 1.2055 | 4300 | 0.0045 | - |
+| 1.2195 | 4350 | 0.0033 | - |
+| 1.2335 | 4400 | 0.0067 | - |
+| 1.2475 | 4450 | 0.0054 | - |
+| 1.2616 | 4500 | 0.0057 | - |
+| 1.2756 | 4550 | 0.004 | - |
+| 1.2896 | 4600 | 0.0033 | - |
+| 1.3036 | 4650 | 0.0076 | - |
+| 1.3176 | 4700 | 0.0045 | - |
+| 1.3317 | 4750 | 0.0068 | - |
+| 1.3457 | 4800 | 0.0043 | - |
+| 1.3597 | 4850 | 0.0049 | - |
+| 1.3737 | 4900 | 0.0045 | - |
+| 1.3877 | 4950 | 0.0055 | - |
+| 1.4017 | 5000 | 0.0065 | - |
+| 1.4158 | 5050 | 0.0029 | - |
+| 1.4298 | 5100 | 0.0041 | - |
+| 1.4438 | 5150 | 0.0064 | - |
+| 1.4578 | 5200 | 0.0031 | - |
+| 1.4718 | 5250 | 0.0078 | - |
+| 1.4858 | 5300 | 0.0031 | - |
+| 1.4999 | 5350 | 0.004 | - |
+| 1.5139 | 5400 | 0.0035 | - |
+| 1.5279 | 5450 | 0.0062 | - |
+| 1.5419 | 5500 | 0.0062 | - |
+| 1.5559 | 5550 | 0.0065 | - |
+| 1.5699 | 5600 | 0.0036 | - |
+| 1.5840 | 5650 | 0.0037 | - |
+| 1.5980 | 5700 | 0.0047 | - |
+| 1.6120 | 5750 | 0.0037 | - |
+| 1.6260 | 5800 | 0.0028 | - |
+| 1.6400 | 5850 | 0.0052 | - |
+| 1.6541 | 5900 | 0.0043 | - |
+| 1.6681 | 5950 | 0.0029 | - |
+| 1.6821 | 6000 | 0.0064 | - |
+| 1.6961 | 6050 | 0.0031 | - |
+| 1.7101 | 6100 | 0.0023 | - |
+| 1.7241 | 6150 | 0.002 | - |
+| 1.7382 | 6200 | 0.0041 | - |
+| 1.7522 | 6250 | 0.0033 | - |
+| 1.7662 | 6300 | 0.0043 | - |
+| 1.7802 | 6350 | 0.0023 | - |
+| 1.7942 | 6400 | 0.0036 | - |
+| 1.8082 | 6450 | 0.0024 | - |
+| 1.8223 | 6500 | 0.0016 | - |
+| 1.8363 | 6550 | 0.003 | - |
+| 1.8503 | 6600 | 0.0043 | - |
+| 1.8643 | 6650 | 0.0043 | - |
+| 1.8783 | 6700 | 0.0017 | - |
+| 1.8923 | 6750 | 0.0018 | - |
+| 1.9064 | 6800 | 0.0029 | - |
+| 1.9204 | 6850 | 0.0026 | - |
+| 1.9344 | 6900 | 0.0039 | - |
+| 1.9484 | 6950 | 0.0019 | - |
+| 1.9624 | 7000 | 0.0041 | - |
+| 1.9765 | 7050 | 0.0019 | - |
+| 1.9905 | 7100 | 0.0023 | - |
+| 2.0 | 7134 | - | 0.1286 |
+| 2.0045 | 7150 | 0.0016 | - |
+| 2.0185 | 7200 | 0.0017 | - |
+| 2.0325 | 7250 | 0.0016 | - |
+| 2.0465 | 7300 | 0.0019 | - |
+| 2.0606 | 7350 | 0.0015 | - |
+| 2.0746 | 7400 | 0.0016 | - |
+| 2.0886 | 7450 | 0.0015 | - |
+| 2.1026 | 7500 | 0.0015 | - |
+| 2.1166 | 7550 | 0.0034 | - |
+| 2.1306 | 7600 | 0.0043 | - |
+| 2.1447 | 7650 | 0.0016 | - |
+| 2.1587 | 7700 | 0.0016 | - |
+| 2.1727 | 7750 | 0.0015 | - |
+| 2.1867 | 7800 | 0.0015 | - |
+| 2.2007 | 7850 | 0.0017 | - |
+| 2.2147 | 7900 | 0.0013 | - |
+| 2.2288 | 7950 | 0.0016 | - |
+| 2.2428 | 8000 | 0.0013 | - |
+| 2.2568 | 8050 | 0.0039 | - |
+| 2.2708 | 8100 | 0.0053 | - |
+| 2.2848 | 8150 | 0.0025 | - |
+| 2.2989 | 8200 | 0.0015 | - |
+| 2.3129 | 8250 | 0.0012 | - |
+| 2.3269 | 8300 | 0.006 | - |
+| 2.3409 | 8350 | 0.0014 | - |
+| 2.3549 | 8400 | 0.0014 | - |
+| 2.3689 | 8450 | 0.0028 | - |
+| 2.3830 | 8500 | 0.0015 | - |
+| 2.3970 | 8550 | 0.0019 | - |
+| 2.4110 | 8600 | 0.0017 | - |
+| 2.4250 | 8650 | 0.002 | - |
+| 2.4390 | 8700 | 0.0016 | - |
+| 2.4530 | 8750 | 0.0014 | - |
+| 2.4671 | 8800 | 0.0021 | - |
+| 2.4811 | 8850 | 0.0012 | - |
+| 2.4951 | 8900 | 0.0015 | - |
+| 2.5091 | 8950 | 0.0012 | - |
+| 2.5231 | 9000 | 0.0012 | - |
+| 2.5371 | 9050 | 0.0016 | - |
+| 2.5512 | 9100 | 0.0016 | - |
+| 2.5652 | 9150 | 0.0013 | - |
+| 2.5792 | 9200 | 0.0028 | - |
+| 2.5932 | 9250 | 0.0013 | - |
+| 2.6072 | 9300 | 0.0011 | - |
+| 2.6213 | 9350 | 0.0035 | - |
+| 2.6353 | 9400 | 0.0013 | - |
+| 2.6493 | 9450 | 0.0012 | - |
+| 2.6633 | 9500 | 0.0037 | - |
+| 2.6773 | 9550 | 0.0012 | - |
+| 2.6913 | 9600 | 0.0011 | - |
+| 2.7054 | 9650 | 0.0037 | - |
+| 2.7194 | 9700 | 0.0012 | - |
+| 2.7334 | 9750 | 0.0013 | - |
+| 2.7474 | 9800 | 0.0013 | - |
+| 2.7614 | 9850 | 0.001 | - |
+| 2.7754 | 9900 | 0.0011 | - |
+| 2.7895 | 9950 | 0.0012 | - |
+| 2.8035 | 10000 | 0.0012 | - |
+| 2.8175 | 10050 | 0.001 | - |
+| 2.8315 | 10100 | 0.001 | - |
+| 2.8455 | 10150 | 0.0011 | - |
+| 2.8595 | 10200 | 0.0009 | - |
+| 2.8736 | 10250 | 0.0018 | - |
+| 2.8876 | 10300 | 0.0013 | - |
+| 2.9016 | 10350 | 0.0009 | - |
+| 2.9156 | 10400 | 0.0033 | - |
+| 2.9296 | 10450 | 0.0034 | - |
+| 2.9437 | 10500 | 0.0011 | - |
+| 2.9577 | 10550 | 0.0013 | - |
+| 2.9717 | 10600 | 0.0009 | - |
+| 2.9857 | 10650 | 0.0009 | - |
+| 2.9997 | 10700 | 0.0011 | - |
+| 3.0 | 10701 | - | 0.1205 |
+| 3.0137 | 10750 | 0.0009 | - |
+| 3.0278 | 10800 | 0.0009 | - |
+| 3.0418 | 10850 | 0.0032 | - |
+| 3.0558 | 10900 | 0.0008 | - |
+| 3.0698 | 10950 | 0.0013 | - |
+| 3.0838 | 11000 | 0.0033 | - |
+| 3.0978 | 11050 | 0.0011 | - |
+| 3.1119 | 11100 | 0.0008 | - |
+| 3.1259 | 11150 | 0.0009 | - |
+| 3.1399 | 11200 | 0.0008 | - |
+| 3.1539 | 11250 | 0.0033 | - |
+| 3.1679 | 11300 | 0.0032 | - |
+| 3.1819 | 11350 | 0.0008 | - |
+| 3.1960 | 11400 | 0.0008 | - |
+| 3.2100 | 11450 | 0.001 | - |
+| 3.2240 | 11500 | 0.0009 | - |
+| 3.2380 | 11550 | 0.0008 | - |
+| 3.2520 | 11600 | 0.0008 | - |
+| 3.2660 | 11650 | 0.0008 | - |
+| 3.2801 | 11700 | 0.0009 | - |
+| 3.2941 | 11750 | 0.0008 | - |
+| 3.3081 | 11800 | 0.0007 | - |
+| 3.3221 | 11850 | 0.0008 | - |
+| 3.3361 | 11900 | 0.0008 | - |
+| 3.3502 | 11950 | 0.0009 | - |
+| 3.3642 | 12000 | 0.0008 | - |
+| 3.3782 | 12050 | 0.0007 | - |
+| 3.3922 | 12100 | 0.0009 | - |
+| 3.4062 | 12150 | 0.0008 | - |
+| 3.4202 | 12200 | 0.0008 | - |
+| 3.4343 | 12250 | 0.0009 | - |
+| 3.4483 | 12300 | 0.0008 | - |
+| 3.4623 | 12350 | 0.0008 | - |
+| 3.4763 | 12400 | 0.0008 | - |
+| 3.4903 | 12450 | 0.0009 | - |
+| 3.5043 | 12500 | 0.0007 | - |
+| 3.5184 | 12550 | 0.0008 | - |
+| 3.5324 | 12600 | 0.0009 | - |
+| 3.5464 | 12650 | 0.0031 | - |
+| 3.5604 | 12700 | 0.0009 | - |
+| 3.5744 | 12750 | 0.0008 | - |
+| 3.5884 | 12800 | 0.0007 | - |
+| 3.6025 | 12850 | 0.0007 | - |
+| 3.6165 | 12900 | 0.0007 | - |
+| 3.6305 | 12950 | 0.0008 | - |
+| 3.6445 | 13000 | 0.0007 | - |
+| 3.6585 | 13050 | 0.0008 | - |
+| 3.6726 | 13100 | 0.0007 | - |
+| 3.6866 | 13150 | 0.0007 | - |
+| 3.7006 | 13200 | 0.0008 | - |
+| 3.7146 | 13250 | 0.0007 | - |
+| 3.7286 | 13300 | 0.0031 | - |
+| 3.7426 | 13350 | 0.0006 | - |
+| 3.7567 | 13400 | 0.0008 | - |
+| 3.7707 | 13450 | 0.0007 | - |
+| 3.7847 | 13500 | 0.0006 | - |
+| 3.7987 | 13550 | 0.0007 | - |
+| 3.8127 | 13600 | 0.0008 | - |
+| 3.8267 | 13650 | 0.0007 | - |
+| 3.8408 | 13700 | 0.0008 | - |
+| 3.8548 | 13750 | 0.0007 | - |
+| 3.8688 | 13800 | 0.0007 | - |
+| 3.8828 | 13850 | 0.0007 | - |
+| 3.8968 | 13900 | 0.0007 | - |
+| 3.9108 | 13950 | 0.0007 | - |
+| 3.9249 | 14000 | 0.0031 | - |
+| 3.9389 | 14050 | 0.003 | - |
+| 3.9529 | 14100 | 0.0007 | - |
+| 3.9669 | 14150 | 0.0007 | - |
+| 3.9809 | 14200 | 0.0007 | - |
+| 3.9950 | 14250 | 0.0007 | - |
+| 4.0 | 14268 | - | 0.1155 |
### Framework Versions
-- Python: 3.12.6
+- Python: 3.11.10
- SetFit: 1.1.0
-- Sentence Transformers: 3.1.1
+- Sentence Transformers: 3.2.0
- Transformers: 4.45.2
-- PyTorch: 2.4.1
+- PyTorch: 2.4.1+cu124
- Datasets: 3.0.1
-- Tokenizers: 0.20.0
+- Tokenizers: 0.20.1
## Citation