SlideShare una empresa de Scribd logo
1 de 49
Descargar para leer sin conexión
Open Notebook Science as an efficient means for transparency in science,[object Object],IGERT Drexel Meeting,[object Object],Jean-Claude Bradley,[object Object],Department of Chemistry,[object Object],Drexel University,[object Object],April 15, 2011,[object Object]
The current state of transparency in scientific communication,[object Object],Case study of melting point data,[object Object]
The Chemical Information Validation Sheet ,[object Object],567 curated and referenced measurements from ,[object Object],Fall 2010 Chemical Information Retrieval course,[object Object]
The Chemical Information Validation Explorer ,[object Object],(Andrew Lang),[object Object]
Discovering outliers for melting points (stdev/average),[object Object]
Investigating the m.p. inconsistencies of EGCG,[object Object]
Investigating the m.p. inconsistencies of cyclohexanone,[object Object]
Sigma-Aldrich, Acros and Wolfram Alpha apparently use the same sources for melting points,[object Object]
Sigma-Aldrich, Acros and Wolfram Alpha apparently use the same sources for boiling points,[object Object]
Sigma-Aldrich, Acros and Wolfram Alpha apparently ,[object Object],DO NOT use the same sources for flash points,[object Object]
Most popular data sources,[object Object]
Alfa Aesar donates melting points to the public,[object Object]
Open Melting Point Explorer,[object Object]
Outliers,[object Object],MDPI ,[object Object],dataset,[object Object],EPI (via ChemSpider),[object Object]
Outliers,[object Object],Alfa Aesar,[object Object]
Inconsistencies and SMILES problems within MDPI dataset,[object Object]
MDPI Dataset labeled with High Trust Level,[object Object]
Open Melting Point Datasets,[object Object]
Open Random Forest modeling of Open Melting Point data using CDK descriptors,[object Object],(Andrew Lang),[object Object],R2 = 0.78, TPSA and nHdon most important,[object Object]
Melting point prediction service,[object Object]
Using melting point for temperature dependent solubility prediction,[object Object]
Motivation: Faster Science,Better Science,[object Object]
There are NO FACTS, ,[object Object],only measurements embedded within assumptions,[object Object],Open Notebook Science maintains the integrity of data provenance by making assumptions explicit,[object Object]
TRUST,[object Object],PROOF,[object Object]
Strategy for an Open Notebook:,[object Object],First record then abstract structure,[object Object],In order to be discoverable use Google friendly formats (simple HTML, no login)   ,[object Object],In order to be replicable use free hosted tools (Wikispaces, Google Spreadsheets),[object Object]
Crowdsourcing Solubility Data,[object Object]
Data provenance: ,[object Object],From Wikipedia to…,[object Object]
…the lab notebook and raw data,[object Object]
Calculations Made Public on ,[object Object],Google Spreadsheets,[object Object]
Interactive NMR spectra using JSpecView and JCAMP-DX,[object Object]
Raw Data As Images,[object Object],Splatter?,[object Object],Some liquid,[object Object]
YouTube for demonstrating experimental set-up,[object Object]
The importance of raw data availability,[object Object],Missed in a prior publication on solubility for this compound,[object Object]
Solubilities collected in a Google Spreadsheet,[object Object]
Rajarshi Guha’s Live Web Query using Google Viz API,[object Object]
Web services for summary data,[object Object],(Andrew Lang),[object Object]
Web service calls from within a Google Spreadsheet for solubility measurement and prediction,[object Object],(Andrew Lang),[object Object]
Integration of Multiple Web Services to Recommend Solvents for Reactions,[object Object],(Andrew Lang),[object Object]
IGERT Drexel Open Notebook Science Talk
IGERT Drexel Open Notebook Science Talk
IGERT Drexel Open Notebook Science Talk
Reaction Attempts Book,[object Object]
Reaction Attempts Book: Reactants listed Alphabetically,[object Object]
ONS Challenge Solubility Book cited for nanotechnology application,[object Object]
Lulu.com Data Disks,[object Object]
Visualizing molecule-researcher connection maps reveals link between 2 Open Notebooks (Todd and Bradley),[object Object],(Don Pellegrino),[object Object]
All ONS web services ,[object Object]
For all Formats of ONS Projects,[object Object]
Conclusions,[object Object],[object Object]

Más contenido relacionado

La actualidad más candente

Présentation PowerPoint - Diapositive 1
Présentation PowerPoint - Diapositive 1Présentation PowerPoint - Diapositive 1
Présentation PowerPoint - Diapositive 1butest
 
OpenStack by the Numbers
OpenStack by the NumbersOpenStack by the Numbers
OpenStack by the NumbersTesora
 
Bradley Open Notebook Science Georgia Tech OA week
Bradley Open Notebook Science Georgia Tech OA weekBradley Open Notebook Science Georgia Tech OA week
Bradley Open Notebook Science Georgia Tech OA weekJean-Claude Bradley
 
Tlad 2015 presentation amin+charles-final
Tlad 2015 presentation   amin+charles-finalTlad 2015 presentation   amin+charles-final
Tlad 2015 presentation amin+charles-finalAmin Chowdhury
 
Extracting relevant Metrics with Spectral Clustering - Evelyn Trautmann
Extracting relevant Metrics with Spectral Clustering - Evelyn TrautmannExtracting relevant Metrics with Spectral Clustering - Evelyn Trautmann
Extracting relevant Metrics with Spectral Clustering - Evelyn TrautmannPyData
 
Reusable Software and Open Data To Optimize Agriculture
Reusable Software and Open Data To Optimize AgricultureReusable Software and Open Data To Optimize Agriculture
Reusable Software and Open Data To Optimize AgricultureDavid LeBauer
 
Filtergraph AAS poster
Filtergraph AAS posterFiltergraph AAS poster
Filtergraph AAS posterfiltergraph
 
Fr1T101-Kuo-20110729 IGARSS ESC.pptx
Fr1T101-Kuo-20110729 IGARSS ESC.pptxFr1T101-Kuo-20110729 IGARSS ESC.pptx
Fr1T101-Kuo-20110729 IGARSS ESC.pptxgrssieee
 
Science Commons Open Notebook Science Talk
Science Commons Open Notebook Science TalkScience Commons Open Notebook Science Talk
Science Commons Open Notebook Science TalkJean-Claude Bradley
 

La actualidad más candente (19)

Présentation PowerPoint - Diapositive 1
Présentation PowerPoint - Diapositive 1Présentation PowerPoint - Diapositive 1
Présentation PowerPoint - Diapositive 1
 
ChemSpider reactions – delivering a free community resource of chemical synth...
ChemSpider reactions – delivering a free community resource of chemical synth...ChemSpider reactions – delivering a free community resource of chemical synth...
ChemSpider reactions – delivering a free community resource of chemical synth...
 
Beautiful Research Data (Structured Data and Open Refine)
Beautiful Research Data (Structured Data and Open Refine)Beautiful Research Data (Structured Data and Open Refine)
Beautiful Research Data (Structured Data and Open Refine)
 
Application of web ontology to harvest estimation of rice in thailand
Application of web ontology to harvest estimation of rice in thailandApplication of web ontology to harvest estimation of rice in thailand
Application of web ontology to harvest estimation of rice in thailand
 
Application of web ontology to harvest estimation of rice in Thailand
Application of web ontology to harvest estimation of rice in ThailandApplication of web ontology to harvest estimation of rice in Thailand
Application of web ontology to harvest estimation of rice in Thailand
 
Gooey data sets
Gooey data setsGooey data sets
Gooey data sets
 
OpenStack by the Numbers
OpenStack by the NumbersOpenStack by the Numbers
OpenStack by the Numbers
 
Bradley Open Notebook Science Georgia Tech OA week
Bradley Open Notebook Science Georgia Tech OA weekBradley Open Notebook Science Georgia Tech OA week
Bradley Open Notebook Science Georgia Tech OA week
 
Tlad 2015 presentation amin+charles-final
Tlad 2015 presentation   amin+charles-finalTlad 2015 presentation   amin+charles-final
Tlad 2015 presentation amin+charles-final
 
Peer Review and Science2.0
Peer Review and Science2.0Peer Review and Science2.0
Peer Review and Science2.0
 
HEPData workshop talk
HEPData workshop talkHEPData workshop talk
HEPData workshop talk
 
Extracting relevant Metrics with Spectral Clustering - Evelyn Trautmann
Extracting relevant Metrics with Spectral Clustering - Evelyn TrautmannExtracting relevant Metrics with Spectral Clustering - Evelyn Trautmann
Extracting relevant Metrics with Spectral Clustering - Evelyn Trautmann
 
OpenSciNY Open Notebook Science
OpenSciNY Open Notebook ScienceOpenSciNY Open Notebook Science
OpenSciNY Open Notebook Science
 
Reusable Software and Open Data To Optimize Agriculture
Reusable Software and Open Data To Optimize AgricultureReusable Software and Open Data To Optimize Agriculture
Reusable Software and Open Data To Optimize Agriculture
 
Filtergraph AAS poster
Filtergraph AAS posterFiltergraph AAS poster
Filtergraph AAS poster
 
Fr1T101-Kuo-20110729 IGARSS ESC.pptx
Fr1T101-Kuo-20110729 IGARSS ESC.pptxFr1T101-Kuo-20110729 IGARSS ESC.pptx
Fr1T101-Kuo-20110729 IGARSS ESC.pptx
 
Science Commons Open Notebook Science Talk
Science Commons Open Notebook Science TalkScience Commons Open Notebook Science Talk
Science Commons Open Notebook Science Talk
 
Columbia ONS Archiving May09
Columbia ONS Archiving May09Columbia ONS Archiving May09
Columbia ONS Archiving May09
 
Real Time Geodemographics
Real Time GeodemographicsReal Time Geodemographics
Real Time Geodemographics
 

Destacado

Instructional software 541
Instructional software 541Instructional software 541
Instructional software 541Janice Bezanson
 
Políticas Culturais Em Nova Chave
Políticas Culturais Em Nova ChavePolíticas Culturais Em Nova Chave
Políticas Culturais Em Nova ChaveIan Castro
 
ESAMC - 3 Sem - Starbuckss
ESAMC - 3 Sem - StarbuckssESAMC - 3 Sem - Starbuckss
ESAMC - 3 Sem - StarbuckssThiago Martins
 
Wildfire - Optimizing Social Engagement Across the Enterprise
Wildfire - Optimizing Social Engagement Across the EnterpriseWildfire - Optimizing Social Engagement Across the Enterprise
Wildfire - Optimizing Social Engagement Across the EnterpriseIsrael Degasperi
 
10.cap3 inter acao_graffiti
10.cap3 inter acao_graffiti10.cap3 inter acao_graffiti
10.cap3 inter acao_graffitihistoartetatiana
 
"TIF 101" - 6-15-16
"TIF 101" - 6-15-16"TIF 101" - 6-15-16
"TIF 101" - 6-15-16Tom Tresser
 
How Americans Build Wealth
How Americans Build WealthHow Americans Build Wealth
How Americans Build WealthTom Tresser
 

Destacado (8)

Proyecto Latina
Proyecto LatinaProyecto Latina
Proyecto Latina
 
Instructional software 541
Instructional software 541Instructional software 541
Instructional software 541
 
Políticas Culturais Em Nova Chave
Políticas Culturais Em Nova ChavePolíticas Culturais Em Nova Chave
Políticas Culturais Em Nova Chave
 
ESAMC - 3 Sem - Starbuckss
ESAMC - 3 Sem - StarbuckssESAMC - 3 Sem - Starbuckss
ESAMC - 3 Sem - Starbuckss
 
Wildfire - Optimizing Social Engagement Across the Enterprise
Wildfire - Optimizing Social Engagement Across the EnterpriseWildfire - Optimizing Social Engagement Across the Enterprise
Wildfire - Optimizing Social Engagement Across the Enterprise
 
10.cap3 inter acao_graffiti
10.cap3 inter acao_graffiti10.cap3 inter acao_graffiti
10.cap3 inter acao_graffiti
 
"TIF 101" - 6-15-16
"TIF 101" - 6-15-16"TIF 101" - 6-15-16
"TIF 101" - 6-15-16
 
How Americans Build Wealth
How Americans Build WealthHow Americans Build Wealth
How Americans Build Wealth
 

Similar a IGERT Drexel Open Notebook Science Talk

Open Notebook Science Web Services - ACS Spring 2011
Open Notebook Science Web Services - ACS Spring 2011Open Notebook Science Web Services - ACS Spring 2011
Open Notebook Science Web Services - ACS Spring 2011Jean-Claude Bradley
 
The Role of Trust in Science at SLA 2011
The Role of Trust in Science at SLA 2011The Role of Trust in Science at SLA 2011
The Role of Trust in Science at SLA 2011Jean-Claude Bradley
 
Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...
Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...
Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...Jean-Claude Bradley
 
BrightTALK Open Notebook Science
BrightTALK Open Notebook ScienceBrightTALK Open Notebook Science
BrightTALK Open Notebook ScienceJean-Claude Bradley
 
Science Online 2010 Open Notebook Science Session
Science Online 2010 Open Notebook Science SessionScience Online 2010 Open Notebook Science Session
Science Online 2010 Open Notebook Science SessionJean-Claude Bradley
 
Crowdsourcing Solubility using Open Notebook Science
Crowdsourcing Solubility using Open Notebook ScienceCrowdsourcing Solubility using Open Notebook Science
Crowdsourcing Solubility using Open Notebook ScienceJean-Claude Bradley
 
NITLE Open Notebook Science Talk
NITLE Open Notebook Science TalkNITLE Open Notebook Science Talk
NITLE Open Notebook Science TalkJean-Claude Bradley
 
The collection, curation and modeling of Open Melting Point measurements
The collection, curation and modeling of Open Melting Point measurementsThe collection, curation and modeling of Open Melting Point measurements
The collection, curation and modeling of Open Melting Point measurementsJean-Claude Bradley
 
Chemical Information Retrieval Class 1
Chemical Information Retrieval Class 1Chemical Information Retrieval Class 1
Chemical Information Retrieval Class 1Jean-Claude Bradley
 
Columbia Talk on Open Notebook Science
Columbia Talk on Open Notebook ScienceColumbia Talk on Open Notebook Science
Columbia Talk on Open Notebook ScienceJean-Claude Bradley
 
CINF 2012 talk Recrystallization App
CINF 2012 talk Recrystallization AppCINF 2012 talk Recrystallization App
CINF 2012 talk Recrystallization AppJean-Claude Bradley
 
Manchester Open Notebook Science Talk
Manchester Open Notebook Science TalkManchester Open Notebook Science Talk
Manchester Open Notebook Science TalkJean-Claude Bradley
 
IJCAI09 Open Notebook Science talk
IJCAI09 Open Notebook Science talkIJCAI09 Open Notebook Science talk
IJCAI09 Open Notebook Science talkJean-Claude Bradley
 

Similar a IGERT Drexel Open Notebook Science Talk (20)

Open Notebook Science Web Services - ACS Spring 2011
Open Notebook Science Web Services - ACS Spring 2011Open Notebook Science Web Services - ACS Spring 2011
Open Notebook Science Web Services - ACS Spring 2011
 
The Role of Trust in Science at SLA 2011
The Role of Trust in Science at SLA 2011The Role of Trust in Science at SLA 2011
The Role of Trust in Science at SLA 2011
 
Science Online 2011 ONS session
Science Online 2011 ONS sessionScience Online 2011 ONS session
Science Online 2011 ONS session
 
Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...
Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...
Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...
 
Bradley Drexel MiniSymp 2010
Bradley Drexel MiniSymp 2010Bradley Drexel MiniSymp 2010
Bradley Drexel MiniSymp 2010
 
ACRL Open Notebook Science talk
ACRL Open Notebook Science talkACRL Open Notebook Science talk
ACRL Open Notebook Science talk
 
BrightTALK Open Notebook Science
BrightTALK Open Notebook ScienceBrightTALK Open Notebook Science
BrightTALK Open Notebook Science
 
ChemInfo 2011 class1
ChemInfo 2011 class1ChemInfo 2011 class1
ChemInfo 2011 class1
 
MiniSymp2011 Bradley
MiniSymp2011 BradleyMiniSymp2011 Bradley
MiniSymp2011 Bradley
 
Science Online 2010 Open Notebook Science Session
Science Online 2010 Open Notebook Science SessionScience Online 2010 Open Notebook Science Session
Science Online 2010 Open Notebook Science Session
 
Crowdsourcing Solubility using Open Notebook Science
Crowdsourcing Solubility using Open Notebook ScienceCrowdsourcing Solubility using Open Notebook Science
Crowdsourcing Solubility using Open Notebook Science
 
NITLE Open Notebook Science Talk
NITLE Open Notebook Science TalkNITLE Open Notebook Science Talk
NITLE Open Notebook Science Talk
 
The collection, curation and modeling of Open Melting Point measurements
The collection, curation and modeling of Open Melting Point measurementsThe collection, curation and modeling of Open Melting Point measurements
The collection, curation and modeling of Open Melting Point measurements
 
NASA Open Notebook Science Talk
NASA Open Notebook Science TalkNASA Open Notebook Science Talk
NASA Open Notebook Science Talk
 
Chemical Information Retrieval Class 1
Chemical Information Retrieval Class 1Chemical Information Retrieval Class 1
Chemical Information Retrieval Class 1
 
Columbia Talk on Open Notebook Science
Columbia Talk on Open Notebook ScienceColumbia Talk on Open Notebook Science
Columbia Talk on Open Notebook Science
 
CINF 2012 talk Recrystallization App
CINF 2012 talk Recrystallization AppCINF 2012 talk Recrystallization App
CINF 2012 talk Recrystallization App
 
Bradley Opal 2011
Bradley Opal 2011Bradley Opal 2011
Bradley Opal 2011
 
Manchester Open Notebook Science Talk
Manchester Open Notebook Science TalkManchester Open Notebook Science Talk
Manchester Open Notebook Science Talk
 
IJCAI09 Open Notebook Science talk
IJCAI09 Open Notebook Science talkIJCAI09 Open Notebook Science talk
IJCAI09 Open Notebook Science talk
 

Más de Jean-Claude Bradley

A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...
A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...
A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...Jean-Claude Bradley
 
White House Open Notebook Science Poster
White House Open Notebook Science PosterWhite House Open Notebook Science Poster
White House Open Notebook Science PosterJean-Claude Bradley
 
Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley
Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley
Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley Jean-Claude Bradley
 
Bradley Open Notebook Science ACSfall2012
Bradley Open Notebook Science ACSfall2012Bradley Open Notebook Science ACSfall2012
Bradley Open Notebook Science ACSfall2012Jean-Claude Bradley
 
Souder Trust in Science SLA 2011
Souder Trust in Science SLA 2011Souder Trust in Science SLA 2011
Souder Trust in Science SLA 2011Jean-Claude Bradley
 
La Science par Cahier de Laboratoire Ouvert
La Science par Cahier de Laboratoire OuvertLa Science par Cahier de Laboratoire Ouvert
La Science par Cahier de Laboratoire OuvertJean-Claude Bradley
 
The use of non-aqueous solubility to control reaction outcomes
The use of non-aqueous solubility to control reaction outcomesThe use of non-aqueous solubility to control reaction outcomes
The use of non-aqueous solubility to control reaction outcomesJean-Claude Bradley
 
Mirza PhD defense on the Ugi reaction for anti-malarial screening
Mirza PhD defense on the Ugi reaction for anti-malarial screeningMirza PhD defense on the Ugi reaction for anti-malarial screening
Mirza PhD defense on the Ugi reaction for anti-malarial screeningJean-Claude Bradley
 
Vanderwall cheminformatics Drexel Part 1
Vanderwall cheminformatics Drexel Part 1Vanderwall cheminformatics Drexel Part 1
Vanderwall cheminformatics Drexel Part 1Jean-Claude Bradley
 
Smartphones wikis and games for education
Smartphones wikis and games for educationSmartphones wikis and games for education
Smartphones wikis and games for educationJean-Claude Bradley
 
Nanoinformatics 2010 SMIRP-ONS Talk
Nanoinformatics 2010 SMIRP-ONS TalkNanoinformatics 2010 SMIRP-ONS Talk
Nanoinformatics 2010 SMIRP-ONS TalkJean-Claude Bradley
 

Más de Jean-Claude Bradley (15)

A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...
A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...
A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...
 
White House Open Notebook Science Poster
White House Open Notebook Science PosterWhite House Open Notebook Science Poster
White House Open Notebook Science Poster
 
Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley
Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley
Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley
 
Bradley Open Notebook Science ACSfall2012
Bradley Open Notebook Science ACSfall2012Bradley Open Notebook Science ACSfall2012
Bradley Open Notebook Science ACSfall2012
 
ChemInfo Retrieval Exam 2010
ChemInfo Retrieval Exam 2010ChemInfo Retrieval Exam 2010
ChemInfo Retrieval Exam 2010
 
Hagen NTIS SLA 2011
Hagen NTIS SLA 2011Hagen NTIS SLA 2011
Hagen NTIS SLA 2011
 
Souder Trust in Science SLA 2011
Souder Trust in Science SLA 2011Souder Trust in Science SLA 2011
Souder Trust in Science SLA 2011
 
La Science par Cahier de Laboratoire Ouvert
La Science par Cahier de Laboratoire OuvertLa Science par Cahier de Laboratoire Ouvert
La Science par Cahier de Laboratoire Ouvert
 
The use of non-aqueous solubility to control reaction outcomes
The use of non-aqueous solubility to control reaction outcomesThe use of non-aqueous solubility to control reaction outcomes
The use of non-aqueous solubility to control reaction outcomes
 
Cyclic alkynes
Cyclic alkynesCyclic alkynes
Cyclic alkynes
 
Philadelphia U Sciences 2011
Philadelphia U Sciences 2011Philadelphia U Sciences 2011
Philadelphia U Sciences 2011
 
Mirza PhD defense on the Ugi reaction for anti-malarial screening
Mirza PhD defense on the Ugi reaction for anti-malarial screeningMirza PhD defense on the Ugi reaction for anti-malarial screening
Mirza PhD defense on the Ugi reaction for anti-malarial screening
 
Vanderwall cheminformatics Drexel Part 1
Vanderwall cheminformatics Drexel Part 1Vanderwall cheminformatics Drexel Part 1
Vanderwall cheminformatics Drexel Part 1
 
Smartphones wikis and games for education
Smartphones wikis and games for educationSmartphones wikis and games for education
Smartphones wikis and games for education
 
Nanoinformatics 2010 SMIRP-ONS Talk
Nanoinformatics 2010 SMIRP-ONS TalkNanoinformatics 2010 SMIRP-ONS Talk
Nanoinformatics 2010 SMIRP-ONS Talk
 

Último

CAULIFLOWER BREEDING 1 Parmar pptx
CAULIFLOWER BREEDING 1 Parmar pptxCAULIFLOWER BREEDING 1 Parmar pptx
CAULIFLOWER BREEDING 1 Parmar pptxSaurabhParmar42
 
How to Show Error_Warning Messages in Odoo 17
How to Show Error_Warning Messages in Odoo 17How to Show Error_Warning Messages in Odoo 17
How to Show Error_Warning Messages in Odoo 17Celine George
 
2024.03.23 What do successful readers do - Sandy Millin for PARK.pptx
2024.03.23 What do successful readers do - Sandy Millin for PARK.pptx2024.03.23 What do successful readers do - Sandy Millin for PARK.pptx
2024.03.23 What do successful readers do - Sandy Millin for PARK.pptxSandy Millin
 
Clinical Pharmacy Introduction to Clinical Pharmacy, Concept of clinical pptx
Clinical Pharmacy  Introduction to Clinical Pharmacy, Concept of clinical pptxClinical Pharmacy  Introduction to Clinical Pharmacy, Concept of clinical pptx
Clinical Pharmacy Introduction to Clinical Pharmacy, Concept of clinical pptxraviapr7
 
How to Filter Blank Lines in Odoo 17 Accounting
How to Filter Blank Lines in Odoo 17 AccountingHow to Filter Blank Lines in Odoo 17 Accounting
How to Filter Blank Lines in Odoo 17 AccountingCeline George
 
Philosophy of Education and Educational Philosophy
Philosophy of Education  and Educational PhilosophyPhilosophy of Education  and Educational Philosophy
Philosophy of Education and Educational PhilosophyShuvankar Madhu
 
Human-AI Co-Creation of Worked Examples for Programming Classes
Human-AI Co-Creation of Worked Examples for Programming ClassesHuman-AI Co-Creation of Worked Examples for Programming Classes
Human-AI Co-Creation of Worked Examples for Programming ClassesMohammad Hassany
 
How to Solve Singleton Error in the Odoo 17
How to Solve Singleton Error in the  Odoo 17How to Solve Singleton Error in the  Odoo 17
How to Solve Singleton Error in the Odoo 17Celine George
 
In - Vivo and In - Vitro Correlation.pptx
In - Vivo and In - Vitro Correlation.pptxIn - Vivo and In - Vitro Correlation.pptx
In - Vivo and In - Vitro Correlation.pptxAditiChauhan701637
 
HED Office Sohayok Exam Question Solution 2023.pdf
HED Office Sohayok Exam Question Solution 2023.pdfHED Office Sohayok Exam Question Solution 2023.pdf
HED Office Sohayok Exam Question Solution 2023.pdfMohonDas
 
M-2- General Reactions of amino acids.pptx
M-2- General Reactions of amino acids.pptxM-2- General Reactions of amino acids.pptx
M-2- General Reactions of amino acids.pptxDr. Santhosh Kumar. N
 
General views of Histopathology and step
General views of Histopathology and stepGeneral views of Histopathology and step
General views of Histopathology and stepobaje godwin sunday
 
Patterns of Written Texts Across Disciplines.pptx
Patterns of Written Texts Across Disciplines.pptxPatterns of Written Texts Across Disciplines.pptx
Patterns of Written Texts Across Disciplines.pptxMYDA ANGELICA SUAN
 
Presentation on the Basics of Writing. Writing a Paragraph
Presentation on the Basics of Writing. Writing a ParagraphPresentation on the Basics of Writing. Writing a Paragraph
Presentation on the Basics of Writing. Writing a ParagraphNetziValdelomar1
 
The Singapore Teaching Practice document
The Singapore Teaching Practice documentThe Singapore Teaching Practice document
The Singapore Teaching Practice documentXsasf Sfdfasd
 
Practical Research 1 Lesson 9 Scope and delimitation.pptx
Practical Research 1 Lesson 9 Scope and delimitation.pptxPractical Research 1 Lesson 9 Scope and delimitation.pptx
Practical Research 1 Lesson 9 Scope and delimitation.pptxKatherine Villaluna
 
Maximizing Impact_ Nonprofit Website Planning, Budgeting, and Design.pdf
Maximizing Impact_ Nonprofit Website Planning, Budgeting, and Design.pdfMaximizing Impact_ Nonprofit Website Planning, Budgeting, and Design.pdf
Maximizing Impact_ Nonprofit Website Planning, Budgeting, and Design.pdfTechSoup
 
Education and training program in the hospital APR.pptx
Education and training program in the hospital APR.pptxEducation and training program in the hospital APR.pptx
Education and training program in the hospital APR.pptxraviapr7
 
Easter in the USA presentation by Chloe.
Easter in the USA presentation by Chloe.Easter in the USA presentation by Chloe.
Easter in the USA presentation by Chloe.EnglishCEIPdeSigeiro
 

Último (20)

CAULIFLOWER BREEDING 1 Parmar pptx
CAULIFLOWER BREEDING 1 Parmar pptxCAULIFLOWER BREEDING 1 Parmar pptx
CAULIFLOWER BREEDING 1 Parmar pptx
 
How to Show Error_Warning Messages in Odoo 17
How to Show Error_Warning Messages in Odoo 17How to Show Error_Warning Messages in Odoo 17
How to Show Error_Warning Messages in Odoo 17
 
2024.03.23 What do successful readers do - Sandy Millin for PARK.pptx
2024.03.23 What do successful readers do - Sandy Millin for PARK.pptx2024.03.23 What do successful readers do - Sandy Millin for PARK.pptx
2024.03.23 What do successful readers do - Sandy Millin for PARK.pptx
 
Clinical Pharmacy Introduction to Clinical Pharmacy, Concept of clinical pptx
Clinical Pharmacy  Introduction to Clinical Pharmacy, Concept of clinical pptxClinical Pharmacy  Introduction to Clinical Pharmacy, Concept of clinical pptx
Clinical Pharmacy Introduction to Clinical Pharmacy, Concept of clinical pptx
 
How to Filter Blank Lines in Odoo 17 Accounting
How to Filter Blank Lines in Odoo 17 AccountingHow to Filter Blank Lines in Odoo 17 Accounting
How to Filter Blank Lines in Odoo 17 Accounting
 
Philosophy of Education and Educational Philosophy
Philosophy of Education  and Educational PhilosophyPhilosophy of Education  and Educational Philosophy
Philosophy of Education and Educational Philosophy
 
Human-AI Co-Creation of Worked Examples for Programming Classes
Human-AI Co-Creation of Worked Examples for Programming ClassesHuman-AI Co-Creation of Worked Examples for Programming Classes
Human-AI Co-Creation of Worked Examples for Programming Classes
 
How to Solve Singleton Error in the Odoo 17
How to Solve Singleton Error in the  Odoo 17How to Solve Singleton Error in the  Odoo 17
How to Solve Singleton Error in the Odoo 17
 
Finals of Kant get Marx 2.0 : a general politics quiz
Finals of Kant get Marx 2.0 : a general politics quizFinals of Kant get Marx 2.0 : a general politics quiz
Finals of Kant get Marx 2.0 : a general politics quiz
 
In - Vivo and In - Vitro Correlation.pptx
In - Vivo and In - Vitro Correlation.pptxIn - Vivo and In - Vitro Correlation.pptx
In - Vivo and In - Vitro Correlation.pptx
 
HED Office Sohayok Exam Question Solution 2023.pdf
HED Office Sohayok Exam Question Solution 2023.pdfHED Office Sohayok Exam Question Solution 2023.pdf
HED Office Sohayok Exam Question Solution 2023.pdf
 
M-2- General Reactions of amino acids.pptx
M-2- General Reactions of amino acids.pptxM-2- General Reactions of amino acids.pptx
M-2- General Reactions of amino acids.pptx
 
General views of Histopathology and step
General views of Histopathology and stepGeneral views of Histopathology and step
General views of Histopathology and step
 
Patterns of Written Texts Across Disciplines.pptx
Patterns of Written Texts Across Disciplines.pptxPatterns of Written Texts Across Disciplines.pptx
Patterns of Written Texts Across Disciplines.pptx
 
Presentation on the Basics of Writing. Writing a Paragraph
Presentation on the Basics of Writing. Writing a ParagraphPresentation on the Basics of Writing. Writing a Paragraph
Presentation on the Basics of Writing. Writing a Paragraph
 
The Singapore Teaching Practice document
The Singapore Teaching Practice documentThe Singapore Teaching Practice document
The Singapore Teaching Practice document
 
Practical Research 1 Lesson 9 Scope and delimitation.pptx
Practical Research 1 Lesson 9 Scope and delimitation.pptxPractical Research 1 Lesson 9 Scope and delimitation.pptx
Practical Research 1 Lesson 9 Scope and delimitation.pptx
 
Maximizing Impact_ Nonprofit Website Planning, Budgeting, and Design.pdf
Maximizing Impact_ Nonprofit Website Planning, Budgeting, and Design.pdfMaximizing Impact_ Nonprofit Website Planning, Budgeting, and Design.pdf
Maximizing Impact_ Nonprofit Website Planning, Budgeting, and Design.pdf
 
Education and training program in the hospital APR.pptx
Education and training program in the hospital APR.pptxEducation and training program in the hospital APR.pptx
Education and training program in the hospital APR.pptx
 
Easter in the USA presentation by Chloe.
Easter in the USA presentation by Chloe.Easter in the USA presentation by Chloe.
Easter in the USA presentation by Chloe.
 

IGERT Drexel Open Notebook Science Talk

  • 1.
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28.
  • 29.
  • 30.
  • 31.
  • 32.
  • 33.
  • 34.
  • 35.
  • 36.
  • 37.
  • 38.
  • 42.
  • 43.
  • 44.
  • 45.
  • 46.
  • 47.
  • 48.
  • 49.
  • 50. Open Notebook Science offers an efficient way to make research transparent and discoverable