<div dir="ltr"><div>Hi all,</div><div><br></div><div>I've been working on getting data on organizational affiliation and then mapping that to mailing list activity; here's a notebook:</div><div><a href="https://github.com/npdoty/bigbang/blob/organizations/examples/organizations/finding-affiliations.ipynb">https://github.com/npdoty/bigbang/blob/organizations/examples/organizations/finding-affiliations.ipynb</a></div><div><br></div><div>Attached graphs show three IETF mailing lists (dprive, doh, ietf-privacy discussion list) with the number of participants from each organization and how many total messages sent. Seems like large companies may have more participants, but they can still send fewer messages than prominent 1-2 participants from academia or a non-profit, and different companies seem to have different approaches.</div><div><br></div><div>Christoph has started to make similar graphs of some 3GPP lists, based on email domain (which is a clearer signal in that forum, it seems). And Seb has been working on measures of entropy or other statistical inferences to distinguish domains of different organizational types. (I'm not sure Seb's latest status.)</div><div><br></div><div>If you've been hacking and have results to share, let me know, as I'll be putting together a few slides this afternoon (12 hours from now) to present at the hackathon wrap-up. And we'll have our last check-in call to wrap-up at 10am Eastern (8.5 hours from now, so I better go to sleep).</div><div><br></div><div>Questions or ideas based on any of this affiliation stuff most welcome on-list.</div><div>Cheers,</div><div>Nick<br></div><div><br></div><div><div class="output_subarea output_png" dir="auto"><img 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"><div 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stvy7gffviBxo0b06hRIzp06ADA+vXradGiBZGRkbRs2ZJdu3YBkJqaSp8+fWjQoAHdu3cnNTXVUfdPP/1EixYtaNy4Mb169XIs4B8cHMxzzz1HREQEUVFRxMXFcffdd1OnTh3ef/99wLb4f2hoKADZ2dk8/fTThIaGEh4ezttvv+2cL+kqtAeriiRjDN26dSM2NpbPP/8cgH379vHNN9+4OTKlVG4XbxnXtWtXHn74YZYvX06tWrU4ffo0YNsve8WKFXh4eLB48WKef/55vvrqK9577z1KlSrF77//zpYtW2jcuDEAJ0+eZOzYsSxevBg/Pz/Gjx/PG2+8wejRowGoUaMG8fHxPPnkkwwaNIhVq1aRlpZGaGgoQ4cOzRPjlClTSEhIID4+Hg8PD0dMrqYJVhVJv/zyC15eXnn+odSsWZPHH3+ctLQ0hg0bxoYNG/Dw8OCNN94gJibmsuUpKSkMGjSIbdu2Ua9ePQ4fPsw777xDVFTelc0+++wzJk+eTEZGBs2bN+fdd9/FarUW9qUrVaxMnjzZMbJ04MABpkyZQps2bRx7tpYvXx6wLc4fGxvLnj17EBHHYvzLly9nxIgRgG1t4vDwcADWrl3Ljh07aNWqFQAZGRm0aNHC0e69994LQFhYGElJSQQEBBAQEIC3tzeJiYl5Yly8eDFDhw7Fw8MjT0yupglWFUnbt293/CZ7sXfeeQcRYevWrezcuZO77rqL3bt3X7b83XffpVy5cuzYsYNt27YRERFxSZ2///47c+bMYdWqVXh6evLoo48yc+ZMBg7UDSGUupzcW8aVKlWKdu3aERERke/i+S+99BIxMTF8/fXXJCQk0K5duyvWbYzhzjvvZNasWfl+fmF7OYvFkmerOYvF4pSt5pxB78GqYmH48OE0atSIpk2bsnLlSsdGyPXr16dmzZrs3r37iuV9+vQBcNyDudiSJUvYuHEjTZs2JSIigiVLlvDnn38W3gUqVQzlt2VcWloay5cv56+//gJwDMeePXuWqlWrAjB9+nRHHW3atHHcBtq2bRtbtmwBIDo6mlWrVvHHH38AkJyczO7du68rzjvvvJMPPvjAkXgLa4hYE6xyu/T16zl2590cbdqcxOeex6SnExISQlzc34uXv/POOyxZsoQTTtwtJDdjDLGxscTHxxMfH8+uXbtKxFqpSt2Ijh07kpWVRYMGDRg1ahTR0dEEBQUxZcoUevToQaNGjejduzcAzzzzDM899xyRkZF5epjDhg0jKSmJBg0aMHr0aJo0aQJAUFAQ06dPp2/fvoSHh9OiRYvr3lbuoYceokaNGoSHh9OoUSNHQnc13a7uIq+++iqff/45VqsVi8XCBx98QPPmzXnooYd46qmnaNiw4Q234e/v75gNdyOWLVvGxIkTue+++3jrrbcA2LFjB/Xq1cNqtdKxY0fGjRt3w+24UuYfeznRsRPmwsxBHx9877mHcm+9SXR0NIMGDWLYsGEA7N+/nzZt2jBixAi2b9/Oxx9/zO7du7nzzjsdQ8T5lU+ePJk///yT9957jx07dtCoUSPWrFlDVFQUwcHBbNiwgePHj9O1a1dWrVpFxYoVOX36NOfPn6dmzZpu/HaUuryLt03Tx3QKh25Xd53WrFnDwoULiYuLw9vbm5MnT5KRYfsL+9FHH7k5ussbPHgwgwcPBmzT15cuXUpgYKCboyqYtMWLMbnvl6SlkbpoEeUnT2L+/Pk8+eSTTJgwgaCgIMdMwq5duzJs2DDCwsLw8PBg+vTpeHt78+ijj162PDY2loYNG1K/fn1CQkIoU6ZMnjgaNmzI2LFjueuuu8jJycHT05N33nlHE6wqNjQZFj2aYHM5cuQIgYGBjhvmuZNUu3btmDhxIlFRUfj7+/PEE0+wcOFCfH19WbBgAZUqVSIhIYEhQ4Zw8uRJgoKCmDZtGjVq1OCvv/6iX79+JCUl0bVrV0edF3qgCxcuBOCxxx4jKiqKQYMGERwcTGxsLN9++y2ZmZl8+eWX1K9fv3C/kEIgvr6I1YqxzygEEC8vACpXrszs2bPzPW/atGmXlPn4+Fy2/LPPPsPHx4e9e/dyxx13OBJnQkKC47jevXs7hrOUUupG6T3YXO666y4OHDjAbbfdxqOPPsqvv/6a73HJyclER0ezefNm2rRpw4cffgjA448/TmxsLFu2bKF///6OqedPPPEEw4YNY+vWrVSuXLnA8QQGBhIXF8ewYcOYOHHijV9gEVSqW1ekTBnw9ARsCbf0MyOd2kZKSgq33347jRo1onv37rz77rt42ZO4Ukq5iibYXPz9/dm4cSNTpkwhKCiI3r1755ntdoGXlxddunQBoEmTJo5e0Jo1a+jXrx8AAwYMYOXKlQCsWrWKvn37OsoLqkePHpe0cbOxlClDxcU/4f/oMEr170e5997Ff/Agp7YREBDAhg0b2Lx5M1u2bKFTp05OrV8ppfJTooeIs48dI2v/ATyCa2INCgLAarXSrl072rVrR1hYGDNmzGDQoEF5zvP09EREHMcX5JmrC8fn5uHhQU5OjuN9Wlpans8vDFUXtI3iylq+PGWc3GtVSil3K7E92OQ5czja8nZODRjI0eiWpMxfwK5du9izZ4/jmPj4+Gua5NKyZUvHPcOZM2fSunVrAFq1apWn/IKaNWuyY8cO0tPTSUxMZMmSJc64NKWUUkVAiUyw2ceOkfj8i5CWhjl/HtLSOPPvpzl76LBjtml4eDg7duy4pmch3377baZNm0Z4eDiffvqp49GZt956i3feeYewsDAOHTrkOL569ercf//9hIaGcv/99xMZGensS1VKqRLnxIkTNG/enMjISFasWEHnzp1JTEwkMTGRd999t9DiKJHPwab/toFTAwbakqud+PsT+NWXeNl3X1BKqaLs4ucxB37fn8T0RKfVX9a7LJ90mnn1A90kKyvLsbbwxWbPns3ixYsvebwyISGBLl26sG3btutu91qegy2RPViP4Jp5HgsBIDsbj2rV3BOQUkrdIGcm14LWl5CQQIMGDXj44YcJCQnhrrvuIjU1lfj4eKKjowkPD6d79+6cOXMGsD3u+Oyzz9KsWTNuu+02VqxYkW+97dq144knniAiIoLQ0FDWr18PwJgxYxgwYACtWrViwIABJCQk0L59e8LDw+nQoQP79+8nPj6eZ555hgULFhAREUFqaqpjW8pRo0axd+9eIiIiGDnS9fM+SmSCtQYFUe7/TQQfH8TfH/H1pezbk7GULevu0JRSqljZs2cPw4cPZ/v27ZQtW5avvvqKgQMHMn78eLZs2UJYWBgvv/yy4/isrCzWr1/PpEmT8pRfLCUlhfj4eN59912GDBniKN+xYweLFy9m1qxZ+T4aGRERwSuvvELv3r2Jj4/H19fXce64ceOoU6cO8fHxvP766675QnIpsbOIS3Xrik/bNmQdOoxH9WpYLlrZRyml1NXVqlXLsUNVkyZN2Lt3L4mJibRt2xaA2NhYevXq5Ti+oI8fXni0sU2bNpw7d86xBd29997rSJpr1qxh3rx5gO0RyGeeecaZl3bDSmyCBbCUK4dXuXLuDkMppYqt3FvFWa3WS/ZivdzxuR8/HDx4MJs2baJKlSp89913wKWPNl547+fn56zQXa5EDhErpZRyjTJlylCuXDnH/dVPP/3U0Zu9nGnTphEfH+9IrgBz5swBYOXKlZQpU+aS9cPh8o9GXk5AQADnc01udbUS3YNVSinlfDNmzGDo0KGkpKRQu3btfNcIvxofHx8iIyPJzMxk6tSp+R7z9ttvM3jwYF5//XXH+u9XUqFCBVq1akVoaCidOnVy+X3YEvmYjlJKFXc382M6uTdXKWp0uzqllCphivIzqyWVy+7Bikh1EVkqIjtEZLuIPGEvLy8iP4vIHvuf5ezlIiKTReQPEdkiIo1dFZtSSqmia9myZUWy93qtXDnJKQv4tzGmIRANDBeRhsAoYIkxpi6wxP4eoBNQ1/7zCPCeC2NTSimlXMplCdYYc8QYE2d/fR74HagKdAVm2A+bAXSzv+4KfGJs1gJlRaTgm6cqpZRSRUihPKYjIsFAJLAOqGSMOWL/6ChQyf66KnAg12kH7WVKKaVUsePyBCsi/sBXwL+MMedyf2ZsU5ivaRqziDwiIhtEZMOJEyecGKlSSinlPC5NsCLiiS25zjTGzLMXH7sw9Gv/87i9/BBQPdfp1exleRhjphhjoowxUUH2TdKVUkoVfdOnT+exxx5zdxiFxmWP6YhtXauPgd+NMW/k+ugbIBYYZ/9zQa7yx0RkNtAcOJtrKFkppdQVfBI7l9TENKfV51vWh4EzejqtvpLIlT3YVsAAoL2IxNt/OmNLrHeKyB7gDvt7gO+AP4E/gA+BR10Ym1JK3VScmVwLWl9CQgKhufbQnjhxImPGjCnQtnSLFi2iRYsWnDx5kkGDBjFixAhatmxJ7dq1mTt3LgDGGEaOHEloaChhYWGO5ROHDx/ON998A0D37t0du+1MnTqVF1544bLb6BU2V84iXmmMEWNMuDEmwv7znTHmlDGmgzGmrjHmDmPMafvxxhgz3BhTxxgTZozRJZqUUqqYutK2dF9//TXjxo3ju+++IzAwEIAjR46wcuVKFi5cyKhRtqc3582bR3x8PJs3b2bx4sWMHDmSI0eO0Lp1a0fSPnToEDt27ABgxYoVtGnTBsh/G73Cpov9K6WUcrrLbUv3yy+/MH78eBYtWkS5XLuZdevWDYvFQsOGDTl27BhgW+i/b9++WK1WKlWqRNu2bfntt98cCXbHjh00bNiQSpUqceTIEdasWUPLli2BS7fRu9LWeK6iCVYppdR18fDwICcnx/E+Le3vYeX8tqUDqFOnDufPn2f37t156sq97d3V1sivWrUqiYmJ/PDDD7Rp04bWrVvzxRdf4O/vT0BAwCX1XRxDYdEEq5RS6rpUqlSJ48ePc+rUKdLT01m4cOFVz6lZsyZfffUVAwcOZPv27Vc8tnXr1syZM4fs7GxOnDjB8uXLadasGQDR0dFMmjTJkWAnTpx41e3qCpsu9q+UUuq6eHp6Mnr0aJo1a0bVqlWpX79+gc6rX78+M2fOpFevXnz77beXPa579+6sWbOGRo0aISJMmDCBW265BbAl359++olbb72VmjVrcvr06SKXYHW7OqWUKoYu3jZNH9MpHLpdnVJKlTCaDIsevQerlFJKuYAmWKWUUsoFNMEqpVQxVZzn0BRH1/p9a4JVSqliyMfHh1OnTmmSLSTGGE6dOoWPj0+Bz9FJTkopVQxVq1aNgwcPott2Fh4fHx+qVatW4OM1wSqlVDHk6elJrVq13B2GugIdIlZKKaVcQBOsUkqpQnX06FH69OlDnTp1aNKkCZ07d2b58uX07HlzPcurQ8RKKaUKjTGG7t27Exsby+zZswHYvHkz586dc+wDe7PQHqxSSqlCs3TpUjw9PRk6dKijrFGjRlSvXt2xefv27dtp1qwZERERhIeHs2fPHgA++eQTwsPDadSoEQMGDABsm763b9+e8PBwOnTowP79+wv/oi5De7BKKaUKzbZt22jSpMkVj3n//fd54okn6N+/PxkZGWRnZ7N9+3bGjh3L6tWrCQwM5PTp0wA8/vjjxMbGEhsby9SpUxkxYgTz588vhCu5Ou3BKqWUKlJatGjBa6+9xvjx49m3bx++vr788ssv9OrVi8DAQADKly8PwJo1a+jXrx8AAwYMYOXKlW6L+2KaYJVSSrlE5s6dnB72KCcfGEiKfVu6kJAQNm7ceMXz+vXrxzfffIOvry+dO3fml19+KYxwnU4TrFJKKafL3PsnJ+7tRuq3C0lfupTEJ/9N0mczad++Penp6UyZMsVx7JYtWzhw4IDj/Z9//knt2rUZMWIEXbt2ZcuWLbRv354vv/ySU6dOATiGiFu2bOmYLDVz5switSesJlillFJOlzJrFiYlBexLOZrUVJL+9z9EhK+//prFixdTp04dQkJCeO655xwbqQN88cUXhIaGEhERwbZt2xg4cCAhISG88MILtG3blkaNGvHUU08B8PbbbzNt2jTCw8P59NNPeeutt9xyvfnRDdeVUko53dmXXyFpyod5yqxVqnDLb+vcFJHrXG7Dde3BKqWUcrpSvXohvr6O9+Lri9+DQ9wYUeHTx3SUUko5nWfDBgTOmc3ZCRMwScmUur8XfgMHuDusQqUJVimllEt4NWlM0JzZ7g7DbXSIWCmllHIBTbBKKaWUC2iCVUoppVxAE6xSSinlAppglVJKKRfQBKuUUkq5gCZYpZRSygU0wSqllFIuoAlWKaWUcgFNsEoppZQLaIJVSimlXEATrFJKKeUCmmCVUkopF9AEq5RSSrmAJlillFLKBTTBKqWUUi6gCVYppZRyAU2wSimllAtoglVKKaVcQBOsUkop5QKaYJVSSikXcFmCFZGpInJcRLblKhsjIodEJN7+0znXZ8+JyB8isktE7nZVXEoppVRhcGUPdjrQMZ/yN40xEfaf7wBEpCHQBwixn/OuiFhdGJtSSinlUi5LsMaY5cDpAh7eFZhtjEk3xvwF/AE0c1VsSimllKu54x7sYyKyxT6EXM5eVhU4kOuYg/YypZRSqlgq7AT7HlAHiACOAP/vWisQkUdEZIOIbDhx4oSTw1NKKaWco1ATrDHmmDEm2xiTA3zI38PAh4DquQ6tZi/Lr44pxpgoY0xUUFCQawNWSimlrlOhJlgRqZzrbXfgwgzjb4A+IuItIrWAusB6V8Zicgy7luxl7fQ4di/7E5NjXNmcUkqpEsbDVRWLyCygHRAoIgeB/wDtRCQCMEAC8E8AY8x2EfkC2AFkAcONMdmuis0Yw88TlnMg7jBZ6dl4eHtwMO4I7Z9q5aomlVJKlTAuS7DGmL75FH98heNfBV51VTy5JR48x4GNh8nKsOXwrPQs/lyzn6bHGhFQyb8wQlBKKXWTK9AQsYi0EhE/++sHROQNEanp2tBcJzM1E/HIe+kWq5CRmummiJRSSt1sCnoP9j0gRUQaAf8G9gKfuCwqFytXsyweXlZEbO/FIniV8qJs1dLuDUwppdRNo6AJNssYY7AtCPE/Y8w7QIDrwnItT28Puo67m8BbK+Dl50XF2wLp+t+7sHrq4lFKKaWco6D3YM+LyHPAAKC1iFgAT9eF5XplKgfQY2Ind4ehlFLqJlXQBNsb6AcMMcYcFZEawOuuC8v1zhw8y+LXV3DuaBJlq5bmjpGtKVO52HbKlVJKFTEFGiI2xhwFvgK87UUnga9dFZSrZaZl8c1zP3F6XyJZaVmc+vM03zz3k2NWsVJKKXWjCjqL+GFgLvCBvagqMN9FMbnc6X2JZGfl2J7GBYyBzLRMzh4+597AlFJK3TQKOslpONAKOAdgjNkDVHRVUK7m7edJTlZOnrKcLINXqWJ9W1kppVQRUtAEm26MybjwRkQ8cPT/ip8yVUtTK7o6Hj62W9AePh7UbVeLgIq6yIRSSinnKOgkp19F5HnAV0TuBB4FvnVdWK4lIrR/qhV7V+zjzMGzVKhZllota7g7LKWUUjeRgibYUcCDwFZs6wd/B3zkqqAKg4hwa5tgd4ehlFLqJlWgBJtre7kPXRuOUkopdXMoUIIVka1ces/1LLABGGuMOeXswJRSSqnirKBDxN8D2cDn9vd9gFLAUWA68A+nR6aUUkoVYwVNsHcYYxrner9VROKMMY1F5AFXBKaUUkoVZwV9TMcqIs0uvBGRpsCFlfGznB6VUkopVcwVtAf7EDBVRPwBwbbgxEP2PWL/66rglFJKqeKqoLOIfwPCRKSM/f3ZXB9/4YrAlFJKqeKsoD1YROQeIATwEftO5caYV1wUl1JKKVWsFXSx//exbVn3OLYh4l5ATRfGpZRSShVrBZ3k1NIYMxA4Y4x5GWgB3Oa6sJRSSqniraAJNtX+Z4qIVAEygcquCUkppZQq/gp6D3ahiJQFXgfisK3qVKzXIlZKKaVcqaCziP/P/vIrEVkI+Fw0k1gppZRSuRR0klMvEQmwvx0JTBORSNeFpZRSShVvBb0H+5Ix5ryI3A7cAXwMvO+6sJRSSqniraAJNtv+5z3AFGPMIsDLNSEppZRSxV9BE+whEfkA27Ow34mI9zWcq5RSSpU4BU2S9wM/AncbYxKB8tjuxSqllFIqHwV9TKcysMgYky4i7YBw4BNXBaWUUkoVdwXtwX4FZIvIrcAUoDp/b76ulFJKqYsUtAebY4zJEpEewNvGmLdFZJMrAysMR38/QeKhc5SrXoZK9QLdHY5SSqmbSEETbKaI9AUGAv+wl3m6JqTCse6TTWxbuBNEwBgi7gulSe8wd4ellFLqJlHQIeLB2Bb4f9UY85eI1AI+dV1YrnXuWBJbv91JVno2WWlZZKVns+nLrSSfTnF3aEoppW4SBUqwxpgdwLPY1iHGGPOXMWa8KwNzpZQzqVg9LBggzSoYwOJhJTUxzd2hKaWUukkUaIhYRP4BTMS2uEQtEYkAXjHG3OvC2FymXLUyHPLx4Mc6pckWwSPH0PFIMmWqlHZ3aEoppW4SBR0iHgM0AxIBjDHxQG2XRFQI0iywuHZpMq0WcixChoeFxbXLkCHujkwppdTNoqAJNjOf3XNynB1MYdl3MhmrNW82FYtwyMn3YFN//JGjLVtxJKIxiS+8iMnIcGr9Simliq6CziLeLiL9AKuI1AVGAKtdF5ZrBZX2ITPb5CnLzDZUCPB2WhvpGzZyZvhjmFTbfd3k2XPAGMq+9qrT2lBKKVV0FbQH+zgQAqRjW2DiLPCEq4JytcplfRnUujbenhZKeVnx9rTwz/a3UsHfeQk27ccfHcnVVpBG6sJFTqtfKaVU0VbQHmxD+4+H/acrcC+2JROLpSHt6tCqXhD7TyUTHOhP3VsCrn7SNZCAAPD0hMzMv8t8fZ3ahlJKqaKroAl2JvA0sI1ifO/1YvUql6ZeZdfMHPbr34/kj6eSc/YsZGYiPj6U+c9ol7SllFKq6Clogj1hjPnWpZHcZKwVKlBxyc8kfzYTc/48Ph3vxrtpU3eHpZRSqpAUNMH+R0Q+ApZguw8LgDFmnkuiuklYAwMp/a9ie6taKaXUDShogh0M1Me2/vCFIWIDaIJVSiml8lHQBNvUGFPPpZEopZRSN5GCPqazWkQaXkvFIjJVRI6LyLZcZeVF5GcR2WP/s5y9XERksoj8ISJbRKTxtbSllFJKFTUFTbDRQLyI7LInwK0isuUq50wHOl5UNgpYYoypi+1+7ih7eSegrv3nEeC9AsallFJKFUkFHSK+OFFelTFmuYgEX1TcFWhnfz0DWIZtl56uwCfGGAOsFZGyIlLZGHPkWttVSimlioICJVhjzD4ntVcpV9I8ClSyv64KHMh13EF7mSZYpZRSxVJBh4idzt5bNVc98CIi8oiIbBCRDSdOnHBBZEoppdSNK+wEe0xEKgPY/zxuLz8EVM91XDV72SWMMVOMMVHGmKigoCCXBquUUkpdr8JOsN8AsfbXscCCXOUD7bOJo4Gzev9VKaVUcVbQSU7XTERmYZvQFCgiB4H/AOOAL0TkQWAfcL/98O+AzsAfQAq2hS2UUkqpYstlCdYY0/cyH3XI51gDDHdVLEoppVRhc9skJ6WUUupmpglWKaWUcgFNsEoppZQLaIJVSimlXEATrFJKKeUCmmCVUkopF9AEq5RSSrmAJlillFLKBTTBKqWUUi6gCVYppZRyAU2wqkiKiYnhxx9/zFM2adIkhg0bVqDzR48ezeLFiy/7+fvvv88nn3xyQzEqpdSViG0Z4OIpKirKbNiwwd1hKBeYMmUKa9asYdq0aY6y6OhoJkyYQJs2ba54bnZ2Nlar1dUhKqUUACKy0RgTdXG59mBVkdSzZ08WLVpERkYGAAkJCRw+fJjU1FRatGhB48aN6dWrF0lJSQAEBwfz7LPP0rhxY7788ksGDRrE3LlzARg1ahQNGzYkPDycp59+GoAxY8YwceJEAH777TfCw8OJiIhg5MiRhIaGAjB9+nR69OhBx44dqVu3Ls8880xhfw1KqWJME6wqksqXL0+zZs34/vvvAZg9ezZ33XUXr776KosXLyYuLo6oqCjeeOMNxzkVKlQgLi6OPn36OMpOnTrF119/zfbt29myZQsvvvjiJW0NHjyYDz74gPj4+Et6vvHx8cyZM4etW7cyZ84cDhw44KIrVkrdbDTBqiKrb9++zJ49G7Al2OrVq7Njxw5atWpFREQEM2bMYN++fY7je/fufUkdZcqUwcfHhwcffJB58+ZRqlSpPJ8nJiZy/vx5WrRoAUC/fv3yfN6hQwdHHQ0bNszTnlJKXYnL9oMt6o6fTePVBdtIOJFMnUr+vNA1lAoB3u4Oq0RK/20DZ18aTc6Z0/jceSdlXnoR8fama9euPPnkk8TFxZGSkkLjxo258847mTVrVr71+Pn5XVLm4eHB+vXrWbJkCXPnzuV///sfv/zyS4Fj8/b++++E1WolKyvr2i9QKVUilcgebHpmNo98vI4Nf57i2Lk01u09xT+nricrO8fdoZU4mXv/5FTffmRu3Ur2wUMkz5rNmWdHAeDv709MTAxDhgyhb9++REdHs2rVKv744w8AkpOT2b179xXrT0pK4uzZs3Tu3Jk333yTzZs35/m8bNmyBAQEsG7dOgBHj1kppW5UiUywe48ncS41k2z7BOrsHMOppHT2nUx2b2AlUNrixZjcvcK0NFK/Xeh427dvXzZv3kzfvn0JCgpi+vTp9O3bl/DwcFq0aMHOnTuvWP/58+fp0qUL4eHh3H777Xnu2V7w8ccf8/DDDxMREUFycjJlypRx2vUppUquEvmYzt5j53nww7WkZf7dY/X2sDBzeCuqlS91hTOVsyVNn8HZ/xsLaWmOMildmiq/by+8GJKS8Pf3B2DcuHEcOXKEt956q9DaV0oVb/qYTi61K/oTXr0c3h62y/fxtNCsTgWqlvN1c2QlT6luXbGUKQ0etukA4utL6aefKtQYFi1aREREBKGhoaxYsSLfmcZKKXWtSmQPFiArO4cv1+1nz7Hz1K9cmh5Nq+NhLZG/b7hd9qlTJE35kJwTJ/G5+058777b3SEppVSBXa4HW2IT7M3CpKWRuWsX4uuLR926iIi7Q1JKqRLlcgm2xD6mczPIOnSYk926k3PuLGTn4NWyJRWmfoR46H9WpZRyNx0TLcbOPPVvso8dwyQlY1JTyVi9muTPZro7LKWUUmiCLday9uyB7GzHe5OaSuaOHW6MSCml1AWaYIsxz3q3Qe61c3198bIvVK+UUsq9NMEWY+Xe+H9Yq1RB/PwQHx982rSmVP9+Vz9RKaWUy+lsmGLMWrkylZYvI+uPvYivD9bgYJ1FrJRSRUSJTbDZmdls+eZ3Tv11hqBbKxDapT5Wj+LXoRcvLzwbNnB3GEoppS5SIhOsyTF89/IvHNt1kuyMbPatP8ihLUfp9FKM9gCVUko5RfHrsjnB6f2JHN9tS64AWenZHN56jHNHk9wcmVJKqZtFiUywOZk5iCVvT1UsQnZm9mXOUEoppa5NiUyw5YPL4hPg7UiyFqvgV96XMlVKuzkypZRSN4sSmWCtnla6jr+b6pGV8QssRfXGVen637uL5SQnpZRSRVOJzSin9yVyePtx0s6lc3j7Mc4cSHR3SEoppW4iJTLBpp1L56dxy8lKyyI7I5vMlEx+eHUZGSkZ7g6t2LiwQfmVTJo0iZSUFJfHEh8fz3fffXfZz9evX0+bNm2oV68ekZGRPPTQQ4US18WmT5/O4cOHHe8feughdujSlkrdtEpkgk08dO6SSU4gOovYya4nwWZnX/tEsysl2GPHjtGrVy/Gjx/Prl272LRpEx07duT8+fPX3M6NyM7OviTBfvTRRzRs2LBQ41BKFZ4SmWD9A0uRk5mTpywnKxu/8qXcFFHxtWzZMtq1a0fPnj2pX78+/fv3xxjD5MmTOXz4MDExMcTExADw008/0aJFCxo3bkyvXr1ISrL9QhMcHMyzzz5L48aN+fLLLwkODuY///kPjRs3JiwsjJ07dwKQnJzMkCFDaNasGZGRkSxYsICMjAxGjx7NnDlziIiIYM6cOXnie+edd4iNjaVFixaOsp49e1KpUiVOnz5Nt27dCA8PJzo6mi1btgAwZswYhgwZQrt27ahduzaTJ092tH/PPffQqFEjQkNDHW0tWbKEyMhIwsLCGDJkCOnp6Zdc16xZs9iwYQP9+/cnIiKC1NRU2rVrx4X9jHOPCMydO5dBgwYBMGjQIIYNG0Z0dDS1a9dm2bJlDBkyhAYNGjiOUUoVTSUzwQb5EdU3HKuXFU9fT6xeVpoPaoxvWR93h1Ysbdq0iUmTJrFjxw7+/PNPVq1axYgRI6hSpQpLly5l6dKlnDx5krFjx7J48WLi4uKIiorijTfecNRRoUIF4uLi6NOnDwCBgYHExcUxbNgwJk6cCMCrr75K+/btWb9+PUuXLmXkyJFkZmbyyiuv0Lt3b+Lj4+ndu3ee2LZt20aTJk3yjfs///kPkZGRbNmyhddee42BAwc6Ptu5cyc//vgj69ev5+WXXyYzM5MffviBKlWqsHnzZrZt20bHjh1JS0tj0KBBzJkzh61bt5KVlcV77713yXU98MADREVFMXPmTOLj4/H19S3w93vmzBnWrFnDm2++yb333suTTz7J9u3b2bp1K/Hx8QWuRylVuEpkggWIuC+EHv+vEzFPtOC+NzoT1qW+u0Mqtpo1a0a1atWwWCxERESQkJBwyTFr165lx44dtGrVioiICGbMmMG+ffscn1+cGHv06AFAkyZNHPX99NNPjBs3joiICNq1a0daWhr79++/7rhXrlzJgAEDAGjfvj2nTp3i3LlzANxzzz14e3sTGBhIxYoVOXbsGGFhYfz88888++yzrFixgjJlyrBr1y5q1arFbbfdBkBsbCzLly+/7HVdj3/84x+ICGFhYVSqVImwsDAsFgshISH5ftdKqaKhRC6VeEH5GmUpX6Osu8Mo0owxrDu6loSzf1HZrwqtq7XBInl/L/P29na8tlqtZGVl5VvPnXfeyaxZs/Jtx8/PL986c9dnjOGrr76iXr16eY5dt27dZeMPCQlh48aNdO3a9QpXean8rum2224jLi6O7777jhdffJEOHTpctd6Lr+tyci/RmZaWlm8sFoslT1wWiyXf71opVTSU2B6sKpiPtk7hjQ0TmbXzc96Jf5tx61/DGFOgcwMCAhyTiaKjo1m1ahV//PEHYLufuXv37muK5e677+btt992tL9p06ZL2rnYY489xowZM/Ik4Xnz5nHs2DFat27NzJkzAdu95MDAQEqXvvxiI4cPH6ZUqVI88MADjBw5kri4OOrVq0dCQoLjuj799FPatm2b7/lXirNSpUr8/vvv5OTk8PXXX1/lm1BKFQeaYNVlJaYn8n3C96Rlp2EwpGWnsel4HH+d/bNA5z/yyCN07NiRmJgYgoKCmD59On379iU8PJwWLVo4Ji8V1EsvvURmZibh4eGEhITw0ksvARATE8OOHTvyneRUqVIlZs+ezdNPP029evVo0KABP/74IwEBAYwZM4aNGzcSHh7OqFGjmDFjxhXb37p1K82aNSMiIoKXX36ZF198ER8fH6ZNm0avXr0cQ7dDhw7N9/xBgwYxdOhQxySn3MaNG0eXLl1o2bIllStXvqbvRSlVNElBeyNFUVRUlLkwC1M53+GkQzyxdATp2X8PWZbyKMULzV8iLCjcjZEppVTRISIbjTFRF5drD1ZdVqVStxDgFYAl118Ti1ioVaa2G6NSSqniQROsuiyrxcp/bx9PnbJ18LZ6Uz2gOq/dPh5/r6uv4qSUUiWdW2YRi0gCcB7IBrKMMVEiUh6YAwQDCcD9xpgz7ohP/a2SXyX+X7tJ7g5DKaWKHXf2YGOMMRG5xq1HAUuMMXWBJfb3SimlVLFUlIaIuwIXpnHOALq5LxSllFLqxrgrwRrgJxHZKCKP2MsqGWOO2F8fBSq5JzSllFLqxrlrJafbjTGHRKQi8LOI5Hkg0hhjRCTf54fsCfkRgBo1arg+UqWUUuo6uKUHa4w5ZP/zOPA10Aw4JiKVAex/Hr/MuVOMMVHGmKigoKDCClkppZS6JoWeYEXET0QCLrwG7gK2Ad8AsfbDYoEFhR2bUkop5SzuGCKuBHxtX9zcA/jcGPODiPwGfCEiDwL7gPvdEJtSSinlFIWeYI0xfwKN8ik/BXQo7HiUUkopVyhKj+mo65Rz/jwmPd3dYSillMpFE2wxlnPuHCe6dedIaDiHb6tP4v+NLfBWckoppVxLE2wxlvjMs2Rs3gxZWZCVRcqMT0hdoHPDlFKqKNAEW4ylr/8NMjId701qKulr1roxIqWUUhe4a6GJEuHozhOsm7GJzNRMbm0TTKNuDRGLOK1+a+XK5Bw79neBpyceNXXxDaWUKgq0B+sip/clsmj0Yo7uOM6pv86wcfYWNs7Z4tQ2vJpetL9vVhZeUZfs+avcbP78+YgIO3faFixbtmwZXbp0KbT2R48ezeLFiwutPaWUjSZYF/ljRQJZGdmO91np2ez4YY9T20j7/oe8BcaQuug7p7ahbtysWbO4/fbbmTVrllvaf+WVV7jjjjvc0rZSJZkmWBexWC3YF9P4u8yJw8MAeFw0wi+CXFym3CopKYmVK1fy8ccfM3v27Es+/+2334iMjGTv3r18++23NG/enMjISO644w6O2Yf/x4wZQ2xsLK1bt6ZmzZrMmzePZ555hrCwMDp27Ehmpu0+/CuvvELTpk0JDQ3lkUceccwoHzRoEHPnzi28i1ZKASU8wWZs2kTKV/PI2OLcoVuAeu1r4+HjwYUc6+FtpXHvMKe2EfDkE4ivr+2NCFKqFH79+zu1DXVjFixYQMeOHbntttuoUKECGzdudHy2evVqhg4dyoIFC6hTpw633347a9euZdOmTfTp04cJEyY4jt27dy+//PIL33zzDQ888AAxMTFs3boVX19fFi1aBMBjjz3Gb7/9xrZt20hNTWXhwoWFfr1Kqb+V2O7O2Yn/j+T3PwCLBXJyCHhiBAGPP+a0+gMq+dNjYkfWTI8jIymD+nfVpV5MbafVD+DXsyeW0qVJ+eJLxN+fgOGP4lG7llPbUDdm1qxZPPHEEwD06dOHWbNm0aVLF37//XceeeQRfvrpJ6pUqQLAwYMH6d27N0eOHCEjI4Natf7+b9mpUyc8PT0JCwsjOzubjh07AhAWFkZCQgIAS5cuZcKECaSkpHD69GlCQkL4xz/+UbgXrJRyKJEJNuvAAZLefQ9yrX507s1JlOp9P9aKFZ3SRk52Dqs/2siR7cexWIW1UzdSqW4FylYr45T6L/C96y5877rLqXWq62NSU8k6dAhrYCCWsmU5ffo0v/zyC1u3bkVEyM7ORkS45557qFy5MmlpaWzatMmRYB9//HGeeuop7r33XpYtW8aYMWMcdXt7ewNgsVjw9PR03H6wWCxkZWWRlpbGo48+yoYNG6hevTpjxowhLS2t0L8DpdTfSuQQcfax44iXFwbItHhjAPH0JPv4Cae1sWvJXo5sP0ZWehYZKZmknU/nl0mrnVa/Kloy4jZxpHEUJzp34UhkE5I++ZS5c+cyYMAA9u3bR0JCAgcOHKBWrVqsWLGCsmXLsmjRIp577jmWLVsGwNmzZ6latSoAM2bMuKb2LyTTwMBAkpKS9J6rUkVAiUywnrfW4aRXVX6KeMn20+hFTntXwaNWsNPaSDx4jqz0v2cRY+DckfNOq78kEBHq1atHnTp1aNKkCfXr1+fxxx9HROjUqRMTJ04EbPcep0+fDtgm9FStWpV0++jEyZMnCQ4OBiAhIYHQ0FBH/evXr6dhw4YEBwcTGRnJQw89REpKiuPzMWPGONq4EpOTw8kBA6m763dMcjJkZHDulVf4/OOP6d69e55j77vvPsds4kqVKrFw4UKGDx/OunXrGDNmDL169aJJkyYEBgZe03dVtmxZHn74YUJDQ7n77rtp2rTpNZ2vlHK+EjlEnJRuZW3wAIzYfr/ItPixOjiW2hlCKT/ntBFYuzwe3h5kpWcBIBahfHA551ReAhhjEBFOnTrFzp07CQwM5KmnnuLMmTNUrFiRdevW0bZt23zPtVqtTJ06lWHDhl22/mPHjtGrVy9CQ0MZPHgwPXv2ZO7cuZw/f55SpUpdU6w5Z85gciVmWxAefP/iS/ja75VeMGLECEaMGOF4X6NGDbZv3+5437Vr10vqzz1UDLaZyfl9NnbsWMaOHXvJ+Rd++VBKFa4S2YM9GH+U814efF+nDLNDyvND7TIkeXlweNtxp7Vxa9tgbm0TjMXTgoe3B/4V/ejwVCun1X+zW7p0KSLCv//9b958800AqlSpQpkyZQgKCqJWrVp5ZuSCrYc6f/58qlSpwr/+9S/uvPNOUlNTAdss3NjYWPbu3Uvr1q15+eWXad++PWvWrGHkyJFEREQQGRlJpUqVrhpbt27daNKkCSEhIUyZMgVL2bKIp+131TFnE2l//Cj3H9jH6TKlAZg8eTINGzYkPDycPn36OPNrUkoVYSWyB1vqFn8W1S1LqocFYxHSPCx8d2tZ+lUOcFobIkLbx6Jp2r8RmWlZBFT0w2Itkb/PXJdt27ZhtVoZPnw44eHhPPPMM3k+v/322/n888/Jzs7OU37u3Dnuu+8+GjZsyNatWx2PqjzyyCOMGTOGxx9/nIkTJ9KlSxc++ugjjDF06dKFnj17Fji2qVOnUr58eVJTU2natCn33Xcf5d9/n5QO7WlUujRjfG/hnTq1+O8XX/C/Nm0YN24cf/31F97e3iQmJt7wd6OUKh5KZIJNruBLlqcVY39G1YiQ4W0lKcDL6W2VKufr9DpLktKlSzNw4EAmT56Mr+/f32W5cuWoUaMGn3/+eZ7j/f39qVWrFt26daNVq1bs27ePnJwcVq9ezfDhw/nrr7/45z//eUMzbCdPnszXX38NwIEDB9izZw/R7WOwWCwMnjULr2rVeEigR48eAISHh9O/f3+6detGt27drrtdpVTxUiK7VL5eHli88l66eFjw9bS6KaKS7VjyMUavepF/LR3B3N1fAhASEuLonf7rX//i448/Jjk5Oc95HTp0YPz48Xn2wLVabf8N69atS9WqVdliX0SkbNmyfPfdd9SpU4f4+Hj+9a9/XTLEXBDLli1j8eLFrFmzhs2bNxMZGZknWXu3aolnHdvzzhcepVm0aBHDhw8nLi6Opk2bkpWVdc3tKqWKnxKZYGsF+dE4uDzenrbL9/G00PK2IKpob7PQnUw5yT9/foj4E5v48+xePtkxnTc2vE779u0BmDJlCuXLl+f+++/n/fff5+zZs45zK1asSMOGDfn222/zrbtDhw6sXr0ai8VCrVq1HCseGWOIiYlhxowZJCcnc/68bXb3vHnzHMsTXs7Zs2cpV64cpUqVYufOnaxd+/f2gDk5OY7HYz7//HNuv/12cnJyOHDgADExMYwfP56zZ8/mmaSklLp5lcgEKyJM6BvJiLvq0SOqOv/qWJ+xvRpdsnawcr3p26eSQ06esmUHlyEi+Pj4sHjxYurUqcOCBQs4fvw4/v7+juPGjh3Lr7/+yoEDB3jqqacuqfuWW26hcuXKAMycOZMvvviCP/74g5CQEFauXMns2bPZvXs3Q4cOxcfHhy+//JKAgLz34ceOHUu1atUcPx07diQrK4sGDRowatQooqOjHcf6+fmxfv16QkND+eWXXxg9ejTZ2dk88MADhIWFERkZyYgRIyhbtqwTv0GlVFEluYfXipuoqCizYcOG6z4/+/ARsvbvwyM4GOsttzgxMlVQ/7fmZX47tv6S8m+6LXJDNEopde1EZKMx5pK9QktkDxYgeebnHG3dhlMDB3G0VWuSv5rn7pBKpLuCO15SFuh7bYssKKVUUVQiE2z2sWMkvvAipKXZVt5JSyPx30+TffqM89sy2WRkZzi93ptF88rNGRzyIB7igSBU9qvMpJi33R2WUkrdsBL5mE7Gtm1g30PTITOTrN27sUY3d1o7X+6aw+c7Z2Iw1C/fgBebj8bfy//qJ5Yw3ev2oHvdHu4OQymlnKpE9mDJyf++szE5+ZZfj/VH1vHF7jlkm2xyTA67T+/irbg3nVa/Ukqpoq1E9mA9atci1bMMm4PvI8m3IgGpR2mU8BUeNWs6rY1tp7aRnv33dnhZJosdp7df4QyllFI3kxKZYDNPnmFVg2Gke/hjLFbSPPxZXX8o1U6ewcO+N+eNCvQNxMviRUbO3/dfy3nrYv9KKVVSlMgh4sQUT9I8fIirHMCS4NJsvsWfFE8/zqY77/eNu4M7UtW/Kj5WX3ysPvhYfRjR+F9Oq18ppVTRViJ7sJ41q/Fd3X2c9PMi2yIcCvDiqL8Hvas471lYb6s3E9u+ycZjG0jNTiW0QhhBpYKcVr9SSqmirUT2YE8eOcDpUh5kW2wrN2VbheN+npw+fsSp7VjTMwlfdYimSw5QVjdbV0qpEqVE9mAzM7Ow5mSSaf17cX+PnEyyMjKvcNa1yUlK4njHzuQcO4bJyUFEqPDpDLxbtHBaG0oppYquEtmDrd88lHKZKVizbbuaeGRnEZSRRK3Iek5rI/mzmWQfPoxJSbEtaJGaSuKzo5xWv1JKqaKtRCZYL18fPny8Hc0zjlIl5TQtM4/ywZN34unlvP1gc44fh/T0vGUuWCkqx+RwMvUk5zLOOb1upZRS169EDhEDJB/PJiShFKE5WWD1I+VENuWrOq9+77ZtSPrkU0hNtRd4492mtfMaAM6ln+XFVc9zOOkwOSaHmBrteSxihO4KpJRSRUCJ7MGmnktjw4ufEbPuZe5a8zxt173Cmuc/Iz3ZeWsG+7Rtmyehiq8vpV960Wn1A0ze9BYHzh8gIyeDLJPF8oO/8sv+xU5tQyml1PUpkQk2cddh6u2dz9rbHuSHyDGsvzWWhnu+4lzCcae1kbZ4CRnLVzjem5QUzr402mn1A/yRuIdsk+14n56dzs7TO53ahlJKqetTIoeIPU8d5NdGfYhru5WksucIOF2Ws8t70+fMUaCaU9pIX70ac2F4GCAjg/S165xS9wWVfCoRPe93otedIcNLWNi9OlVDnRO/UkqpG1MiE2yyb2lWd1pHzZ31qLu5LGfLn2Zlp/Xc692Jsk5qw1q5Mnh755noZA2s4KTabUas9ifj5xN4Zdg2KRjy4V9U7FAZbnVqM0oppa5DiUywJ8pnErm8FaXOBWDNsVL6VDnKnQjkTEw2zlmJGEo90J99i2bzQ91UUn0sRG1OImb0RCfVbmOd/70juQJ4ZmST8e0iSjWPdmo7Simlrl2JvAcrCcfxTfLDmmNbaMKaY8XvbGnY57x7sKdMEm/0CcArNZOKR1L46Y5Algedclr9gK2HnJvFgvj6OrcNpZRS16VEJljfRD/E5H2URYzgm+zntDaWbZ3Pv1+O5x/fHqXT98d5/I1dbJz1ltPqByg9ahTi42N7Y7Eg/v74xQ50ahtKKaWuT4kcIj5ptWLJspBjycFiLORIDpYc4YTFQm0ntVFx4Wr8krPxyLZt7u6Vabhn1m5w4mJOpe7pjLVsWVLmz0f8/fEfMhiPajrJSSmlioISmWBTMjIQxNGLtRgLGENaWvpVziy4YAKRbEOSdyDZVi/8U4/jn+n8AQPvVi3xbtXS6fUqpZS6MSUywfqml8IIYMzfhQKlsp03RFypS09+XOHBcf+6WEwOVpNBh9sOOa1+pZRSRVuJvAe7b9sJAETE8QPw12bnTXJKOB/IiQoh5Fi9yPLwIcPTn42etzutfqWUUkVbiUywp1OTybTkneSUaRGOn3fegvln9idi36wHAIOFxMO6J6xSSpUUJXKIONXjHFb/LNa1XUNK6fP4nS1No19bYvHMuvrJBWQwlxbqGvxKKVVilMge7PGUNNZ3XsK58mfI8sribIXTrO+0mGPHnL+dXG4m5+rHKKWUujmUyASLfyI51uy/r94CWZ5ZZPklO6+JCn5YPPJ2WUuV83Fa/UoppYo2MSafocxiQkROAPvcHUcBBAIn3R2EE9wM16HXUHTcDNeh11B0uPM6ahpjgi4uLNYJtrgQkQ3GmCh3x3Gjbobr0GsoOm6G69BrKDqK4nWUzCFipZRSysU0wSqllFIuoAm2cExxdwBOcjNch15D0XEzXIdeQ9FR5K5D78EqpZRSLqA9WKWUUsoFNMG6kIhUF5GlIrJDRLaLyBPujul6iYhVRDaJyEJ3x3I9RKSsiMwVkZ0i8ruItHB3TNdDRJ60/13aJiKzRKRYPFwtIlNF5LiIbMtVVl5EfhaRPfY/y7kzxqu5zDW8bv87tUVEvhaRsm4M8aryu4Zcn/1bRIyIBLojtmtxuesQkcft/z22i8gEd8V3gSZY18oC/m2MaQhEA8NFpKGbY7peTwC/uzuIG/AW8IMxpj7QiGJ4LSJSFRgBRBljQgEr0Me9URXYdKDjRWWjgCXGmLrAEpy6W7JLTOfSa/gZCDXGhAO7gecKO6hrNJ1LrwERqQ7cBewv7ICu03Quug4RiQG6Ao2MMSHARDfElYcmWBcyxhwxxsTZX5/H9j/1qu6N6tqJSDXgHuAjd8dyPUSkDNAG+BjAGJNhjEl0a1DXzwPwFREPoBRw2M3xFIgxZjlw+qLirsAM++sZQLfCjOla5XcNxpifjDEXFjFfC1Qr9MCuwWX+OwC8CTwD+S2iXvRc5jqGAeOMMen2Y5y3Pdp10gRbSEQkGIgE1rk5lOsxCds/vuK6mnIt4AQwzT7M/ZGIOG/z30JijDmE7bfy/cAR4Kwx5if3RnVDKhljjthfHwUquTMYJxgCfO/uIK6ViHQFDhljNrs7lht0G9BaRNaJyK8i0tTdAWmCLQQi4g98BfzLGOO8PfEKgYh0AY4bYza6O5Yb4AE0Bt4zxkQCyRT94chL2O9RdsX2C0MVwE9EHnBvVM5hbI8zFIveU35E5AVst4RmujuWayEipYDngdHujsUJPIDy2G7HjQS+kAubfbuJJlgXExFPbMl1pjFmnrvjuQ6tgHtFJAGYDbQXkc/cG9I1OwgcNMZcGD2Yiy3hFjd3AH8ZY04YYzKBeUBLN8d0I46JSGUA+59uH9K7HiIyCOgC9DfF77nHOth+Ydts/zdeDYgTkVvcGtX1OQjMMzbrsY24uXXCliZYF7L/9vQx8Lsx5g13x3M9jDHPGWOqGWOCsU2o+cUYU6x6TcaYo8ABEalnL+oA7HBjSNdrPxAtIqXsf7c6UAwna+XyDRBrfx0LLHBjLNdFRDpiu31yrzEmxd3xXCtjzFZjTEVjTLD93/hBoLH930xxMx+IARCR2wAv3LyJgSZY12oFDMDW64u3/3R2d1Al1OPATBHZAkQAr7k3nGtn74HPBeKArdj+/Ra51WvyIyKzgDVAPRE5KCIPAuOAO0VkD7be+Th3xng1l7mG/wEBwM/2f9/vuzXIq7jMNRQ7l7mOqUBt+6M7s4FYd48o6EpOSimllAtoD1YppZRyAU2wSimllAtoglVKKaVcQBOsUkop5QKaYJVSSikX0ASr1E1ERLrl3lBCRF4RkTuucHyUiEx2QRyDRKSKs+tVqjjRx3SUuknYNwD4CFhojJnr5liWAU8bYza4Mw6l3El7sEoVISISbN/PcqZ939q59pWbRovIb/Z9YKdcWGNVRJaJyCQR2QA8C9wLvG5f9KCOiEwXkZ72Y5uKyGoR2Swi60UkQETaiX2PXxEZIyKfisga+x6tD9vL/UVkiYjEichW++LwF2L9XUQ+tO+/+ZOI+Nrbi8K2sEe8vWyc2PZF3iIibt9GTKnC4OHuAJRSl6gHPGiMWSUiU4FHgf8ZY14BEJFPsa19+639eC9jTJT9s7rk6sFeWOtcRLyAOUBvY8xvIlIaSM2n7XBsi6X7AZtEZBG2NYK7G2POiW0z7rUi8o39+LpAX2PMwyLyBXCfMeYzEXkMew9WRCoA3YH6xhgjRXxTcqWcRXuwShU9B4wxq+yvPwNuB2Ls23BtBdoDIbmOn1OAOusBR4wxvwEYY87l2sc0twXGmFRjzElgKdAMEOA1+zKTi7HtaXxha7m/jDHx9tcbgeB86jwLpAEfi0gPoNit2avU9dAEq1TRc/HECAO8C/Q0xoQBHwI+uT5PdnHb/YEgoIkxJgI4lqv99FzHZpPPqJg9kTfDto5yF+AHJ8arVJGlCVapoqeGiLSwv+4HrLS/PmnfW7jnFc49j23x+YvtAipf2ITafv81v1tEXUXExz6s2w74DSiDbU/gTBGJAWoW4BoccdhjLmOM+Q54EmhUgPOVKvb0HqxSRc8uYLj9/usO4D2gHLANOIot6V3ObOBDERlBrkRsjMkQkd7A2yLii+3+a36P72zBNjQcCPyfMeawiMwEvrUPT28AdhbgGqYD74tIKtAJWCAiPtiGm58qwPlKFXv6mI5SRYiIBGObpBTqhrbHAEnGGJ3lq5QT6BCxUkop5QLag1VKKaVcQHuwSimllAtoglVKKaVcQBOsUkop5QKaYJVSSikX0ASrlFJKuYAmWKWUUsoF/j8ST6ca6T0p3QAAAABJRU5ErkJggg=="><div 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"></div></div></div></div></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Sat, Jul 17, 2021 at 1:54 PM Nick Doty <<a href="mailto:npdoty@ischool.berkeley.edu">npdoty@ischool.berkeley.edu</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr"><div>It sounds like there's particular interest in working on organizational affiliation (including from domain names) during next week's hackathon, but also some other potential topics including IGF ingest/scraping support and maybe dashboards. Continue to update the milestone here: <a href="https://github.com/datactive/bigbang/milestone/10" target="_blank">https://github.com/datactive/bigbang/milestone/10</a> or discussion and idea-sharing via email is great too.<br></div><div><br></div><div>We can have daily check-ins to see how people are doing, compare notes and get unstuck. We'll meet at 10am Eastern, 14:00 UTC, 4pm CEST on Monday, Wednesday, Thursday and Friday. On Tuesday we'll meet at 1:30pm Eastern, 17:30 UTC. And the IETF hackathon kickoff is 3pm Eastern, 19:00 UTC on Monday.<br></div><div><br></div><div>Notes from Friday's call: <a href="https://pad.riseup.net/p/BIGBANGnotes" target="_blank">https://pad.riseup.net/p/BIGBANGnotes</a></div><div><br></div><div>Cheers,</div><div>Nick<br></div></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Thu, Jul 15, 2021 at 1:16 AM Nick Doty <<a href="mailto:npdoty@ischool.berkeley.edu" target="_blank">npdoty@ischool.berkeley.edu</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr"><div>Hi Bigbang friends,</div><div><br></div><div>We've had some successful sprints at recent IETF hackathons, and our next push is next week, July 19-23, at the IETF 111 Hackathon (which is the week prior to the IETF 111 virtual meeting). Please join us, to add a new feature, or investigate a research question, or just share notes while working on your own mailing list analysis project. The hackathon runs all week, but we can all drop in as our schedule allows, with a daily check-in.<br></div><div><br></div><div>A few steps to get ready:</div><div><br></div><div>1. Sign-up for the hackathon and join the hackathon mailing list. It's free, although you can add an IETF donation. (You can also register for the IETF111 meeting if you like, and there's a fee waiver if you don't have funding to attend. But you don't have to register for IETF 111 to register for or participate in the hackathon.)</div><div><a href="https://registration.ietf.org/111/new/hackathon/" target="_blank">https://registration.ietf.org/111/new/hackathon/</a></div><div><a href="https://trac.ietf.org/trac/ietf/meeting/wiki/111hackathon" target="_blank">https://trac.ietf.org/trac/ietf/meeting/wiki/111hackathon</a></div><div><br></div><div>2. Prioritize issues that we should hack on next week. Ideas are welcome as replies on this mailing list (cool features, succinct research questions we should enable, etc.), or if there's already an issue in the github repo, you should be able to add it to the milestone. <br></div><div><a href="https://github.com/datactive/bigbang/milestone/10" target="_blank">https://github.com/datactive/bigbang/milestone/10</a></div><div><br></div><div>3. Join us on Friday for our regular biweekly call where we'll prep for what we want to focus on. (Sodestream folks and other collaborators, it would be great if someone can join us. I hope the hackathon will be a productive time for you too.)<br></div><div style="margin-left:40px">Friday, July 16th</div><div style="margin-left:40px">9:00 Eastern, 13:00 UTC, 15:00 CEST<br></div><div>Videochat: <a href="https://meet.jit.si/BigBangBiWeeklyCall" target="_blank">https://meet.jit.si/BigBangBiWeeklyCall</a></div><div>Matrix/web text chat: <a href="https://gitter.im/datactive/bigbang" target="_blank">https://gitter.im/datactive/bigbang</a></div><div><br></div><div>Looking forward to hacking with y'all,</div><div>Nick<br></div><div><br></div></div>
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