R package for analyzing and visualizing data from Microsoft Workplace Analytics
OTHER License
Full Changelog: https://github.com/microsoft/wpa/compare/v1.9.0...v1.9.1
Published by martinctc about 1 year ago
Updates to network_p2p()
, with breaking changes to the argument, addressing issue #225:
network_p2p()
now has a centrality
argument for computing and visualizing centrality as node sizes in the network plotalgorithm
argument is renamed to layout
for better intuitivenessstyle
argument now controlling the network plotting mechanism and return
argument controlling whether plots are generated interactively or saved as PDFigraph
network_summary()
adds the ability to return pagerank.
This version also includes some minor dependency maintenance done to create_dt()
.
Published by martinctc over 1 year ago
tidyr
to CRANPublished by martinctc over 2 years ago
workpatterns_classify()
workpatterns_classify()
and flex_index()
external_*
family of functions to visualize the metric Collaboration_hours_external
identify_datefreq()
for detecting date frequency (#131)Published by martinctc over 2 years ago
network_p2p()
create_density()
, keymetrics_scan_asis()
, network_summary()
Published by martinctc almost 3 years ago
meeting_skim()
dynamic - the function will still run even if not all variables are present. (#198)stopwords
argument as a string vector, rather than a data frame (#182)Published by martinctc almost 3 years ago
create_inc()
for creating incidence analysismutate_all()
in functions (#195)Published by martinctc about 3 years ago
flex_index()
(#183, #185)em_data
with new signals (#191)Published by martinctc about 3 years ago
meeting_tm_report()
(#173)Published by martinctc over 3 years ago
workpatterns_rank()
and identify_shifts_wp()
(#160)identify_shifts_wp()
(#160)New functions:
generate_report2()
(#141)wellbeing_report()
(#141)create_tracking()
(#141)anonymize()
(#162)jitter_metrics()
(#162)Other changes:
create_IV()
(#157)network_p2p()
and added ability to select custom weights (#149)Published by martinctc over 3 years ago
workpatterns_classify()
(#130, #132)New functions:
hrvar_trend()
(#132)one2one_freq()
(#132)Published by martinctc over 3 years ago
This is the stable version of v1.4.3 as released on CRAN.
Published by martinctc over 3 years ago
v1.4.0 is the version where the working patterns family of functions are released open source as part of wpa (#55). These functions include:
workpatterns_classify()
flex_index()
workpatterns_report()
plot_flex_index()
In addition to the above, there are also some new functions, bug fixes, documentation, and performance improvements.
New functions:
import_to_fst()
(#86)create_hist()
(#80)identify_shifts_wp()
(#66)Significant changes to existing functions:
collaboration_report()
: visuals and structure are improved (#69)import_wpa()
can now specify encoding when reading in data, which now defaults to UTF-8
(#76). This resolves a previous bug for reading in double-byte characters.network_g2g()
: now auto-detects columns for collaborators and time investors. Also, if the value 'Collaborators Within Group'
does not exist in the data, a warning message is returned.Bug fixes:
collab_area()
now has relaxed variable name checks which makes it less prone to fail when not all exact collaboration metrics are available or when cases do not match (#81).flag_outlooktime()
. Now it is possible to pass both 7:30
and 07:30
as inputs.Documentation changes have been implemented across the board to comply with CRAN and to improve the user experience (#31)
For detailed PR changes, see #55, #61, #62, #63, #64, #66, #67, #69, #75, #76, #79, #80, #81, #84, #85, #86, #87.
Published by martinctc almost 4 years ago
New functions, bug fixes, and performance improvements.
Significant changes to existing functions:
keymetrics_scan()
combine_signals()
can now dynamically accept any metrics available in the Hourly Collaboration query.pairwise_count()
now uses a data.table implementation, instead of dependent on widyr.New functions:
network_p2p()
network_leiden()
network_louvain()
network_describe()
create_sankey()
totals_col()
Some package dependencies have been removed (see #36):
For detailed PR changes, see #17, #18, #19, #25, #30, #32, #36, #37, #39, #41, #46, #47, #49, #50, #53, and #54.
Published by martinctc almost 4 years ago
1.3.0 is the first open-source release of wpa.
For detailed PR changes, see #1, #2, #3, #4, #5, #8, #13, and #14.