diff --git a/README.md b/README.md index 986e75e1..c7c4016e 100644 --- a/README.md +++ b/README.md @@ -142,7 +142,7 @@ If you're facing difficulties, please report it as an [issue][1] on this reposit # Credits 1. [Divvy Data Challenge](https://www.divvybikes.com/datachallenge) -1. [Konect Network Analysis Datasets](http://konect.uni-koblenz.de/networks/) +1. [Konect Network Analysis Datasets](http://konect.cc/networks/) # Resources diff --git a/archive/2-networkx-basics-instructor.ipynb b/archive/2-networkx-basics-instructor.ipynb index 0010928d..d38d3089 100644 --- a/archive/2-networkx-basics-instructor.ipynb +++ b/archive/2-networkx-basics-instructor.ipynb @@ -39,7 +39,7 @@ "\n", "In this notebook, we will work with a social network of seventh graders, in which nodes are individual students, and edges represent their relationships. Edges between individuals show how often the seventh graders indicated other seventh graders as their favourite.\n", "\n", - "Data credit: http://konect.uni-koblenz.de/networks/moreno_seventh" + "Data credit: http://konect.cc/networks/moreno_seventh" ] }, { @@ -71,7 +71,7 @@ "source": [ "## Load Data\n", "\n", - "Let's load some real network data to get a feel for the NetworkX API. This [dataset](http://konect.uni-koblenz.de/networks/moreno_seventh) comes from a study of 7th grade students.\n", + "Let's load some real network data to get a feel for the NetworkX API. This [dataset](http://konect.cc/networks/moreno_seventh) comes from a study of 7th grade students.\n", "\n", "> This directed network contains proximity ratings between studetns from 29 seventh grade students from a school in Victoria. Among other questions the students were asked to nominate their preferred classmates for three different activities. A node represents a student. An edge between two nodes shows that the left student picked the right student as his answer. The edge weights are between 1 and 3 and show how often the left student chose the right student as his favourite." ] diff --git a/archive/2-networkx-basics-student.ipynb b/archive/2-networkx-basics-student.ipynb index bd79b24b..e8ab31ad 100644 --- a/archive/2-networkx-basics-student.ipynb +++ b/archive/2-networkx-basics-student.ipynb @@ -42,7 +42,7 @@ "\n", "In this notebook, we will work with a social network of seventh graders, in which nodes are individual students, and edges represent their relationships. Edges between individuals show how often the seventh graders indicated other seventh graders as their favourite.\n", "\n", - "Data credit: http://konect.uni-koblenz.de/networks/moreno_seventh" + "Data credit: http://konect.cc/networks/moreno_seventh" ] }, { @@ -74,7 +74,7 @@ "source": [ "## Load Data\n", "\n", - "Let's load some real network data to get a feel for the NetworkX API. This [dataset](http://konect.uni-koblenz.de/networks/moreno_seventh) comes from a study of 7th grade students.\n", + "Let's load some real network data to get a feel for the NetworkX API. This [dataset](http://konect.cc/networks/moreno_seventh) comes from a study of 7th grade students.\n", "\n", "> This directed network contains proximity ratings between studetns from 29 seventh grade students from a school in Victoria. Among other questions the students were asked to nominate their preferred classmates for three different activities. A node represents a student. An edge between two nodes shows that the left student picked the right student as his answer. The edge weights are between 1 and 3 and show how often the left student chose the right student as his favourite." ] diff --git a/archive/3-hubs-and-paths-student.ipynb b/archive/3-hubs-and-paths-student.ipynb index 772c2cb6..9448fc8b 100644 --- a/archive/3-hubs-and-paths-student.ipynb +++ b/archive/3-hubs-and-paths-student.ipynb @@ -37,7 +37,7 @@ "source": [ "## Load Data\n", "\n", - "We will load the [sociopatterns network](http://konect.uni-koblenz.de/networks/sociopatterns-infectious) data for this notebook. From the Konect website:\n", + "We will load the [sociopatterns network](http://konect.cc/networks/sociopatterns-infectious) data for this notebook. From the Konect website:\n", "\n", "> This network describes the face-to-face behavior of people during the exhibition INFECTIOUS: STAY AWAY in 2009 at the Science Gallery in Dublin. Nodes represent exhibition visitors; edges represent face-to-face contacts that were active for at least 20 seconds. Multiple edges between two nodes are possible and denote multiple contacts. The network contains the data from the day with the most interactions." ] diff --git a/archive/4-cliques-triangles-structures-instructor.ipynb b/archive/4-cliques-triangles-structures-instructor.ipynb index e7d11b0d..00a17e77 100644 --- a/archive/4-cliques-triangles-structures-instructor.ipynb +++ b/archive/4-cliques-triangles-structures-instructor.ipynb @@ -34,7 +34,7 @@ "source": [ "# Load Data\n", "\n", - "As usual, let's start by loading some network data. This time round, we have a [physician trust](http://konect.uni-koblenz.de/networks/moreno_innovation) network, but slightly modified such that it is undirected rather than directed.\n", + "As usual, let's start by loading some network data. This time round, we have a [physician trust](http://konect.cc/networks/moreno_innovation) network, but slightly modified such that it is undirected rather than directed.\n", "\n", "> This directed network captures innovation spread among 246 physicians in for towns in Illinois, Peoria, Bloomington, Quincy and Galesburg. The data was collected in 1966. A node represents a physician and an edge between two physicians shows that the left physician told that the righ physician is his friend or that he turns to the right physician if he needs advice or is interested in a discussion. There always only exists one edge between two nodes even if more than one of the listed conditions are true." ] diff --git a/archive/4-cliques-triangles-structures-student.ipynb b/archive/4-cliques-triangles-structures-student.ipynb index 0175c84b..d7d5d040 100644 --- a/archive/4-cliques-triangles-structures-student.ipynb +++ b/archive/4-cliques-triangles-structures-student.ipynb @@ -36,7 +36,7 @@ "source": [ "## Load Data\n", "\n", - "As usual, let's start by loading some network data. This time round, we have a [physician trust](http://konect.uni-koblenz.de/networks/moreno_innovation) network, but slightly modified such that it is undirected rather than directed.\n", + "As usual, let's start by loading some network data. This time round, we have a [physician trust](http://konect.cc/networks/moreno_innovation) network, but slightly modified such that it is undirected rather than directed.\n", "\n", "> This directed network captures innovation spread among 246 physicians in for towns in Illinois, Peoria, Bloomington, Quincy and Galesburg. The data was collected in 1966. A node represents a physician and an edge between two physicians shows that the left physician told that the righ physician is his friend or that he turns to the right physician if he needs advice or is interested in a discussion. There always only exists one edge between two nodes even if more than one of the listed conditions are true." ] diff --git a/archive/6-bipartite-graphs-instructor.ipynb b/archive/6-bipartite-graphs-instructor.ipynb index 4a7e25c1..1e72c44a 100644 --- a/archive/6-bipartite-graphs-instructor.ipynb +++ b/archive/6-bipartite-graphs-instructor.ipynb @@ -57,7 +57,7 @@ } }, "source": [ - "Let's load a [crime data](http://konect.uni-koblenz.de/networks/moreno_crime) bipartite graph and quickly explore it.\n", + "Let's load a [crime data](http://konect.cc/networks/moreno_crime) bipartite graph and quickly explore it.\n", "\n", "> This bipartite network contains persons who appeared in at least one crime case as either a suspect, a victim, a witness or both a suspect and victim at the same time. A left node represents a person and a right node represents a crime. An edge between two nodes shows that the left node was involved in the crime represented by the right node." ] diff --git a/archive/6-bipartite-graphs-student.ipynb b/archive/6-bipartite-graphs-student.ipynb index aca992f9..acf62d27 100644 --- a/archive/6-bipartite-graphs-student.ipynb +++ b/archive/6-bipartite-graphs-student.ipynb @@ -60,7 +60,7 @@ } }, "source": [ - "Let's load a [crime data](http://konect.uni-koblenz.de/networks/moreno_crime) bipartite graph and quickly explore it.\n", + "Let's load a [crime data](http://konect.cc/networks/moreno_crime) bipartite graph and quickly explore it.\n", "\n", "> This bipartite network contains persons who appeared in at least one crime case as either a suspect, a victim, a witness or both a suspect and victim at the same time. A left node represents a person and a right node represents a crime. An edge between two nodes shows that the left node was involved in the crime represented by the right node." ] diff --git a/archive/bonus-1-network-statistical-inference-instructor.ipynb b/archive/bonus-1-network-statistical-inference-instructor.ipynb index 29bdeb18..86247e0d 100644 --- a/archive/bonus-1-network-statistical-inference-instructor.ipynb +++ b/archive/bonus-1-network-statistical-inference-instructor.ipynb @@ -85,7 +85,7 @@ "source": [ "## Load Data\n", "\n", - "Let's load a [protein-protein interaction network dataset](http://konect.uni-koblenz.de/networks/moreno_propro).\n", + "Let's load a [protein-protein interaction network dataset](http://konect.cc/networks/moreno_propro).\n", "\n", "> This undirected network contains protein interactions contained in yeast. Research showed that proteins with a high degree were more important for the surivial of the yeast than others. A node represents a protein and an edge represents a metabolic interaction between two proteins. The network contains loops." ] diff --git a/archive/bonus-1-network-statistical-inference-student.ipynb b/archive/bonus-1-network-statistical-inference-student.ipynb index e80da8df..7c3ed9dc 100644 --- a/archive/bonus-1-network-statistical-inference-student.ipynb +++ b/archive/bonus-1-network-statistical-inference-student.ipynb @@ -85,7 +85,7 @@ "source": [ "## Load Data\n", "\n", - "Let's load a [protein-protein interaction network dataset](http://konect.uni-koblenz.de/networks/moreno_propro).\n", + "Let's load a [protein-protein interaction network dataset](http://konect.cc/networks/moreno_propro).\n", "\n", "> This undirected network contains protein interactions contained in yeast. Research showed that proteins with a high degree were more important for the surivial of the yeast than others. A node represents a protein and an edge represents a metabolic interaction between two proteins. The network contains loops." ] diff --git a/archive/bonus-3-matrices-instructor.ipynb b/archive/bonus-3-matrices-instructor.ipynb index e16e2023..3062c602 100644 --- a/archive/bonus-3-matrices-instructor.ipynb +++ b/archive/bonus-3-matrices-instructor.ipynb @@ -292,7 +292,7 @@ "\n", "Now that we've looked at a toy example, let's play around with a real dataset!\n", "\n", - "This dataset is a residence hall rating dataset. From the [source website](http://konect.uni-koblenz.de/networks/moreno_oz):\n", + "This dataset is a residence hall rating dataset. From the [source website](http://konect.cc/networks/moreno_oz):\n", "\n", "> This directed network contains friendship ratings between 217 residents living at a residence hall located on the Australian National University campus. A node represents a person and edges contain ratings of one friend to another.\n", "\n", diff --git a/archive/bonus-3-matrices-student.ipynb b/archive/bonus-3-matrices-student.ipynb index 3c3a7d32..8a238d2f 100644 --- a/archive/bonus-3-matrices-student.ipynb +++ b/archive/bonus-3-matrices-student.ipynb @@ -292,7 +292,7 @@ "\n", "Now that we've looked at a toy example, let's play around with a real dataset!\n", "\n", - "This dataset is a residence hall rating dataset. From the [source website](http://konect.uni-koblenz.de/networks/moreno_oz):\n", + "This dataset is a residence hall rating dataset. From the [source website](http://konect.cc/networks/moreno_oz):\n", "\n", "> This directed network contains friendship ratings between 217 residents living at a residence hall located on the Australian National University campus. A node represents a person and edges contain ratings of one friend to another.\n", "\n", diff --git a/data/ego-facebook/README.ego-facebook b/data/ego-facebook/README.ego-facebook index 830979aa..25c21be5 100644 --- a/data/ego-facebook/README.ego-facebook +++ b/data/ego-facebook/README.ego-facebook @@ -7,7 +7,7 @@ This directed networks contains Facebook user–user friendships. A node represe More information about the network is provided here: -http://konect.uni-koblenz.de/networks/ego-facebook +http://konect.cc/networks/ego-facebook Files: meta.ego-facebook -- Metadata about the network @@ -20,10 +20,10 @@ Files: Complete documentation about the file format can be found in the KONECT handbook, in the section File Formats, available at: -http://konect.uni-koblenz.de/publications +http://konect.cc/publications All files are licensed under a Creative Commons Attribution-ShareAlike 2.0 Germany License. -For more information concerning license visit http://konect.uni-koblenz.de/license. +For more information concerning license visit http://konect.cc/license. @@ -33,7 +33,7 @@ Use the following References for citation: title = {Facebook (NIPS) network dataset -- {KONECT}}, month = jan, year = {2016}, - url = {http://konect.uni-koblenz.de/networks/ego-facebook} + url = {http://konect.cc/networks/ego-facebook} } @incollection{konect:McAuley2012, diff --git a/data/ego-facebook/meta.ego-facebook b/data/ego-facebook/meta.ego-facebook index 97790477..780bd294 100644 --- a/data/ego-facebook/meta.ego-facebook +++ b/data/ego-facebook/meta.ego-facebook @@ -9,7 +9,7 @@ long-description: This directed networks contains Facebook user–user friendshi cite: konect:McAuley2012 relationship-names: friendship n3-add-prefix-1: sioc: . -n3-prefix-m: konect_ego_facebook_user: . +n3-prefix-m: konect_ego_facebook_user: . n3-type-m: sioc:UserAccount n3-edgedata-1: $m foaf:knows $n . n3-edgedata-2: $n foaf:knows $m . diff --git a/data/moreno_crime/README.moreno_crime b/data/moreno_crime/README.moreno_crime index 5d67979d..b34902f2 100644 --- a/data/moreno_crime/README.moreno_crime +++ b/data/moreno_crime/README.moreno_crime @@ -7,7 +7,7 @@ This bipartite network contains persons who appeared in at least one crime case More information about the network is provided here: -http://konect.uni-koblenz.de/networks/moreno_crime +http://konect.cc/networks/moreno_crime Files: meta.moreno_crime -- Metadata about the network @@ -22,10 +22,10 @@ Files: Complete documentation about the file format can be found in the KONECT handbook, in the section File Formats, available at: -http://konect.uni-koblenz.de/publications +http://konect.cc/publications All files are licensed under a Creative Commons Attribution-ShareAlike 2.0 Germany License. -For more information concerning license visit http://konect.uni-koblenz.de/license. +For more information concerning license visit http://konect.cc/license. @@ -35,7 +35,7 @@ Use the following References for citation: title = {Crime network dataset -- {KONECT}}, month = jan, year = {2016}, - url = {http://konect.uni-koblenz.de/networks/moreno_crime} + url = {http://konect.cc/networks/moreno_crime} } diff --git a/data/moreno_innovation/README.moreno_innovation b/data/moreno_innovation/README.moreno_innovation index 83816ab7..f396d076 100644 --- a/data/moreno_innovation/README.moreno_innovation +++ b/data/moreno_innovation/README.moreno_innovation @@ -7,7 +7,7 @@ This directed network captures innovation spread among 246 physicians in for tow More information about the network is provided here: -http://konect.uni-koblenz.de/networks/moreno_innovation +http://konect.cc/networks/moreno_innovation Files: meta.moreno_innovation -- Metadata about the network @@ -20,10 +20,10 @@ Files: Complete documentation about the file format can be found in the KONECT handbook, in the section File Formats, available at: -http://konect.uni-koblenz.de/publications +http://konect.cc/publications All files are licensed under a Creative Commons Attribution-ShareAlike 2.0 Germany License. -For more information concerning license visit http://konect.uni-koblenz.de/license. +For more information concerning license visit http://konect.cc/license. @@ -33,7 +33,7 @@ Use the following References for citation: title = {Physicians network dataset -- {KONECT}}, month = jan, year = {2016}, - url = {http://konect.uni-koblenz.de/networks/moreno_innovation} + url = {http://konect.cc/networks/moreno_innovation} } @article{konect:coleman1957, diff --git a/data/moreno_oz/README.moreno_oz b/data/moreno_oz/README.moreno_oz index 0ab592f0..61e6792c 100644 --- a/data/moreno_oz/README.moreno_oz +++ b/data/moreno_oz/README.moreno_oz @@ -7,7 +7,7 @@ This directed network contains friendship ratings between 217 residents living a More information about the network is provided here: -http://konect.uni-koblenz.de/networks/moreno_oz +http://konect.cc/networks/moreno_oz Files: meta.moreno_oz -- Metadata about the network @@ -21,10 +21,10 @@ Files: Complete documentation about the file format can be found in the KONECT handbook, in the section File Formats, available at: -http://konect.uni-koblenz.de/publications +http://konect.cc/publications All files are licensed under a Creative Commons Attribution-ShareAlike 2.0 Germany License. -For more information concerning license visit http://konect.uni-koblenz.de/license. +For more information concerning license visit http://konect.cc/license. @@ -34,7 +34,7 @@ Use the following References for citation: title = {Residence hall network dataset -- {KONECT}}, month = sep, year = {2016}, - url = {http://konect.uni-koblenz.de/networks/moreno_oz} + url = {http://konect.cc/networks/moreno_oz} } @article{konect:freeman1998, diff --git a/data/moreno_propro/README.moreno_propro.txt b/data/moreno_propro/README.moreno_propro.txt index 6b8a5331..8a8637cd 100644 --- a/data/moreno_propro/README.moreno_propro.txt +++ b/data/moreno_propro/README.moreno_propro.txt @@ -7,7 +7,7 @@ This undirected network contains protein interactions contained in yeast. Resear More information about the network is provided here: -http://konect.uni-koblenz.de/networks/moreno_propro +http://konect.cc/networks/moreno_propro Files: meta.moreno_propro -- Metadata about the network @@ -20,10 +20,10 @@ Files: Complete documentation about the file format can be found in the KONECT handbook, in the section File Formats, available at: -http://konect.uni-koblenz.de/publications +http://konect.cc/publications All files are licensed under a Creative Commons Attribution-ShareAlike 2.0 Germany License. -For more information concerning license visit http://konect.uni-koblenz.de/license. +For more information concerning license visit http://konect.cc/license. @@ -33,7 +33,7 @@ Use the following References for citation: title = {Protein network dataset -- {KONECT}}, month = jan, year = {2016}, - url = {http://konect.uni-koblenz.de/networks/moreno_propro} + url = {http://konect.cc/networks/moreno_propro} } @article{konect:coulomb2005, diff --git a/data/moreno_seventh/README.moreno_seventh b/data/moreno_seventh/README.moreno_seventh index 7700c7da..d64fc3c7 100644 --- a/data/moreno_seventh/README.moreno_seventh +++ b/data/moreno_seventh/README.moreno_seventh @@ -7,7 +7,7 @@ This directed network contains proximity ratings between studetns from 29 sevent More information about the network is provided here: -http://konect.uni-koblenz.de/networks/moreno_seventh +http://konect.cc/networks/moreno_seventh Files: meta.moreno_seventh -- Metadata about the network @@ -22,10 +22,10 @@ Files: Complete documentation about the file format can be found in the KONECT handbook, in the section File Formats, available at: -http://konect.uni-koblenz.de/publications +http://konect.cc/publications All files are licensed under a Creative Commons Attribution-ShareAlike 2.0 Germany License. -For more information concerning license visit http://konect.uni-koblenz.de/license. +For more information concerning license visit http://konect.cc/license. @@ -35,7 +35,7 @@ Use the following References for citation: title = {Seventh graders network dataset -- {KONECT}}, month = jan, year = {2016}, - url = {http://konect.uni-koblenz.de/networks/moreno_seventh} + url = {http://konect.cc/networks/moreno_seventh} } @article{konect:duncan98, diff --git a/data/munmun_twitter_social/README.munmun_twitter_social.txt b/data/munmun_twitter_social/README.munmun_twitter_social.txt index 3f2f7e55..1d90c162 100644 --- a/data/munmun_twitter_social/README.munmun_twitter_social.txt +++ b/data/munmun_twitter_social/README.munmun_twitter_social.txt @@ -7,7 +7,7 @@ This is the directed network containing information about who follows whom on Tw More information about the network is provided here: -http://konect.uni-koblenz.de/networks/munmun_twitter_social +http://konect.cc/networks/munmun_twitter_social Files: meta.munmun_twitter_social -- Metadata about the network @@ -20,10 +20,10 @@ Files: Complete documentation about the file format can be found in the KONECT handbook, in the section File Formats, available at: -http://konect.uni-koblenz.de/publications +http://konect.cc/publications All files are licensed under a Creative Commons Attribution-ShareAlike 2.0 Germany License. -For more information concerning license visit http://konect.uni-koblenz.de/license. +For more information concerning license visit http://konect.cc/license. @@ -33,7 +33,7 @@ Use the following References for citation: title = {Twitter (ICWSM) network dataset -- {KONECT}}, month = oct, year = {2014}, - url = {http://konect.uni-koblenz.de/networks/munmun_twitter_social} + url = {http://konect.cc/networks/munmun_twitter_social} } @inproceedings{konect:choudhury10, diff --git a/data/munmun_twitter_social/meta.munmun_twitter_social.txt b/data/munmun_twitter_social/meta.munmun_twitter_social.txt index 06ae874f..19167b21 100644 --- a/data/munmun_twitter_social/meta.munmun_twitter_social.txt +++ b/data/munmun_twitter_social/meta.munmun_twitter_social.txt @@ -10,6 +10,6 @@ entity-names: user relationship-names: follow n3-add-prefix-1: sioc: . -n3-prefix-m: konect_munmun_twitter_social_user: . +n3-prefix-m: konect_munmun_twitter_social_user: . n3-type-m: sioc:UserAccount n3-edgedata-1: $m sioc:follows $n . diff --git a/data/sociopatterns-infectious/README.sociopatterns-infectious b/data/sociopatterns-infectious/README.sociopatterns-infectious index d382c1b2..17bb26f5 100644 --- a/data/sociopatterns-infectious/README.sociopatterns-infectious +++ b/data/sociopatterns-infectious/README.sociopatterns-infectious @@ -7,7 +7,7 @@ This network describes the face-to-face behavior of people during the exhibition More information about the network is provided here: -http://konect.uni-koblenz.de/networks/sociopatterns-infectious +http://konect.cc/networks/sociopatterns-infectious Files: meta.sociopatterns-infectious -- Metadata about the network @@ -22,10 +22,10 @@ Files: Complete documentation about the file format can be found in the KONECT handbook, in the section File Formats, available at: -http://konect.uni-koblenz.de/publications +http://konect.cc/publications All files are licensed under a Creative Commons Attribution-ShareAlike 2.0 Germany License. -For more information concerning license visit http://konect.uni-koblenz.de/license. +For more information concerning license visit http://konect.cc/license. @@ -35,7 +35,7 @@ Use the following References for citation: title = {Infectious network dataset -- {KONECT}}, month = jan, year = {2016}, - url = {http://konect.uni-koblenz.de/networks/sociopatterns-infectious} + url = {http://konect.cc/networks/sociopatterns-infectious} } @article{konect:sociopatterns, diff --git a/notebooks/01-introduction/02-networkx-intro.ipynb b/notebooks/01-introduction/02-networkx-intro.ipynb index 9f07ea02..9650677f 100644 --- a/notebooks/01-introduction/02-networkx-intro.ipynb +++ b/notebooks/01-introduction/02-networkx-intro.ipynb @@ -57,7 +57,7 @@ "\n", "The data are taken from the [Konect] graph data repository\n", "\n", - "[Konect]: http://konect.uni-koblenz.de/networks/moreno_seventh" + "[Konect]: http://konect.cc/networks/moreno_seventh" ] }, { @@ -112,7 +112,7 @@ "source": [ "## Load Data\n", "\n", - "Let's load some real network data to get a feel for the NetworkX API. This [dataset](http://konect.uni-koblenz.de/networks/moreno_seventh) comes from a study of 7th grade students.\n", + "Let's load some real network data to get a feel for the NetworkX API. This [dataset](http://konect.cc/networks/moreno_seventh) comes from a study of 7th grade students.\n", "\n", "> This directed network contains proximity ratings between students\n", "> from 29 seventh grade students from a school in Victoria.\n", diff --git a/notebooks/04-advanced/03-stats.ipynb b/notebooks/04-advanced/03-stats.ipynb index 97e16540..9828f495 100644 --- a/notebooks/04-advanced/03-stats.ipynb +++ b/notebooks/04-advanced/03-stats.ipynb @@ -312,7 +312,7 @@ "and test the hypothesis that this network was _not_ generated by the data generating process\n", "described by an Erdos-Renyi graph.\n", "\n", - "Let's load a [protein-protein interaction network dataset](http://konect.uni-koblenz.de/networks/moreno_propro).\n", + "Let's load a [protein-protein interaction network dataset](http://konect.cc/networks/moreno_propro).\n", "\n", "> This undirected network contains protein interactions contained in yeast.\n", "> Research showed that proteins with a high degree\n",