This is a minor release, although some important bugs were fixed and closed. We think that this is a better suit for the PySAL release of July, 2019. Changes Version 1.1.1 (2019-07-19) We closed a total of 56 issues (enhancements and bug fixes) through 22 pull requests, since our last release on 2019-07-01. Issues Closed absolute concentration values not matching with other open-source options? (#43) Concentration indexes rank fix (#118) remove W from importings in spatial_indexes (#117) consider surface based S (#102) Adds SpatialMinMax index based on Sullivan and Wong (2007) (#116) add robust and informative condition for large magnitude projections (tests only off-diagonal) (#113) MinMaxS (#115) spelling (#114) consider tqdm instead of print statements for simulations (#99) add DOI (#32) Building Error (after tqdm inclusion?) (#110) [WIP] add libcfitsio-dev in travis.yml (#112) enh: add libcfitsio.so.5 in travis.yml following https://github.com/cypress-io/cypress/issues/4069#issuecomment-488816887 (#111) inference wrapper tweaks (#109) bug: add descartes in requirements_tests for plotting tests (#107) enh: add plotting tests in the decomposition framework (#106) add spatial divergence index (#103) Generalize also for haversine distance (#100) release checklist (#72) Update README.md (#101) fix the broken link to compute all in readthe docs (#98) coveralls badge fix (#97) remove erroneous reference to geodetaframe in multigroup section (#95) add github tag to coveralls badge (#93) update badge link for update following https://github.com/lemurheavy/coveralls-public/issues/971#issuecomment-338942441 (#94) this adds tests for improving coverage (#92) add DOI badge (#91) changelog (#90) update version in init (#89) Renan final tweak release (#88) include coverage option (#87) mention center argument in centralization index in spatial notebook (#85) release prep (#84) improve readme with network examples (#56) Pull Requests Concentration indexes rank fix (#118) remove W from importings in spatial_indexes (#117) Adds SpatialMinMax index based on Sullivan and Wong (2007) (#116) add robust and informative condition for large magnitude projections (tests only off-diagonal) (#113) inference wrapper tweaks (#109) bug: add descartes in requirements_tests for plotting tests (#107) enh: add plotting tests in the decomposition framework (#106) add spatial divergence index (#103) Generalize also for haversine distance (#100) Update README.md (#101) fix the broken link to compute all in readthe docs (#98) coveralls badge fix (#97) remove erroneous reference to geodetaframe in multigroup section (#95) add github tag to coveralls badge (#93) this adds tests for improving coverage (#92) add DOI badge (#91) changelog (#90) update version in init (#89) Renan final tweak release (#88) include coverage option (#87) mention center argument in centralization index in spatial notebook (#85) release prep (#84) The following individuals contributed to this release: Eli Knaap Renan X Cortes Antti Härkönen