andras/perfect-postcode
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages 2 Wiki Activity Actions

Update notebooks

Browse source
This commit is contained in:
Andras Schmelczer 2026-01-31 12:48:36 +00:00
parent 38b0cf1ea1
commit a316556a03
5 changed files with 645 additions and 5784 deletions
Download patch file Download diff file Expand all files Collapse all files

668
analyses/epc_analysis.ipynb
View file

File diff suppressed because one or more lines are too long

57
analyses/journey_times_analysis.ipynb
View file

File diff suppressed because one or more lines are too long

4891
analyses/poi_analysis.ipynb
View file

File diff suppressed because one or more lines are too long

720
analyses/property_analysis.ipynb
View file

@ -1174,14 +1174,14 @@
]
},
"labels": [
"Leasehold",
"U",
"Freehold",
"Leasehold"
"Freehold"
],
"name": "National",
"type": "pie",
"values": {
"bdata": "FAIAAHNwZwHxuW4A",
"bdata": "8bluABQCAABzcGcB",
"dtype": "u4"
}
},
@ -1197,14 +1197,14 @@
]
},
"labels": [
"Freehold",
"U",
"Freehold",
"Leasehold"
],
"name": "London",
"type": "pie",
"values": {
"bdata": "6VQcAFwAAAD1TR8A",
"bdata": "XAAAAOlUHAD1TR8A",
"dtype": "u4"
}
}
@ -7612,89 +7612,11 @@
"plotlyServerURL": "https://plot.ly"
},
"data": [
{
"hovertemplate": "Property Type=Detached<br>Year=%{x}<br>Average Price (£)=%{y}<extra></extra>",
"legendgroup": "Detached",
"line": {
"color": "#636efa",
"dash": "solid"
},
"marker": {
"symbol": "circle"
},
"mode": "lines+markers",
"name": "Detached",
"orientation": "v",
"showlegend": true,
"type": "scatter",
"x": {
"bdata": "ywcAAMwHAADNBwAAzgcAAM8HAADQBwAA0QcAANIHAADTBwAA1AcAANUHAADWBwAA1wcAANgHAADZBwAA2gcAANsHAADcBwAA3QcAAN4HAADfBwAA4AcAAOEHAADiBwAA4wcAAOQHAADlBwAA5gcAAOcHAADoBwAA6QcAAA==",
"dtype": "i4"
},
"xaxis": "x",
"y": {
"bdata": "he7aSLi/CEFoN1HZAJAKQUY4cXYqNA5BmCYOQ6h8EkElIzG0u48UQeBpcT5PfxhBonCi/DDEGUGMRRiD7RUcQcQ/kuu+EB9BJEZk1BEQIUGZxLYWBcshQb27SvI8YyNB5+vvv8SyJUHh5E4zurMnQYAXJGVJ1yRBXOxwvdgiKEFRsmsTwYMnQUyGYB0SMydBNIUCsvpAKUHS8WO8cv8rQepZmB6R/yxBCNnlsjI8L0E1vqw6OicwQVbzCW9KyzBBA2/mqxRzMEEny9kScZkxQTPTgYu31jJB362yvuYNNUGL5FNq7ig1QVr2KFX/FDRBOL3pTarhMkE=",
"dtype": "f8"
},
"yaxis": "y"
},
{
"hovertemplate": "Property Type=Other<br>Year=%{x}<br>Average Price (£)=%{y}<extra></extra>",
"legendgroup": "Other",
"line": {
"color": "#EF553B",
"dash": "solid"
},
"marker": {
"symbol": "circle"
},
"mode": "lines+markers",
"name": "Other",
"orientation": "v",
"showlegend": true,
"type": "scatter",
"x": {
"bdata": "ywcAAMwHAADNBwAAzgcAANAHAADRBwAA0gcAANQHAADVBwAA1gcAANcHAADYBwAA2QcAANoHAADbBwAA3AcAAN0HAADeBwAA3wcAAOAHAADhBwAA4gcAAOMHAADkBwAA5QcAAOYHAADnBwAA6AcAAOkHAAA=",
"dtype": "i4"
},
"xaxis": "x",
"y": {
"bdata": "AAAAAABwt0AAAAAAAOHpQKuqqqqKWPlAAAAAAIBV4UAAAAAA+OsGQQAAAABATxFBAAAAAMBi1ECrqqqqqofKQAAAAAAA+cVAL7rooms7AkEbymsoP3UCQb2G8hqKCdtAVVVVVXWi2UDT0tLSYu4HQR+F61FB1UdB4uHhYbewO0H91mlAk9FWQQyr2KccXE5BM60RmtNkUEHpBS9iCk9GQa0PyglLdkZBotrVTw1MSUF5jpBrRyNKQVGDG4mciUpBqUAMKV7DSUEYXw2P189IQV7iLQtVIUZBMVxIAFNpQ0GUbp7dHVhHQQ==",
"dtype": "f8"
},
"yaxis": "y"
},
{
"hovertemplate": "Property Type=Semi-detached<br>Year=%{x}<br>Average Price (£)=%{y}<extra></extra>",
"legendgroup": "Semi-detached",
"line": {
"color": "#00cc96",
"dash": "solid"
},
"marker": {
"symbol": "circle"
},
"mode": "lines+markers",
"name": "Semi-detached",
"orientation": "v",
"showlegend": true,
"type": "scatter",
"x": {
"bdata": "ywcAAMwHAADNBwAAzgcAAM8HAADQBwAA0QcAANIHAADTBwAA1AcAANUHAADWBwAA1wcAANgHAADZBwAA2gcAANsHAADcBwAA3QcAAN4HAADfBwAA4AcAAOEHAADiBwAA4wcAAOQHAADlBwAA5gcAAOcHAADoBwAA6QcAAA==",
"dtype": "i4"
},
"xaxis": "x",
"y": {
"bdata": "/hlp6rqA+kBlfGGuPsr7QA3U2BzOPgBBFEkc5hF5AkEOH7hbPVkFQdQ3zroWSglBRetdezepC0HMh86Iur0PQSIquL97URFBK/ijBo0AE0FRJPfJ+SsUQfxVLXPAuRVB2S3vDChDGEGx1QCPrekYQTqhOT1RhRdBTia8aVJ2GkHuXCtHJx8bQQshg4NcLhxBNqxBkbkiHkGNK6rjU9ggQfYdpg056SFBYO87hnc/I0Hwpamcz/QjQaHX3l6M0yNBQSK1/+HPI0Heua3ksNAkQQ/lJFlsMyZBXFAo+AdbKEEly3AWY9koQReAqH3otidBgRctZr/SJkE=",
"dtype": "f8"
},
"yaxis": "y"
},
{
"hovertemplate": "Property Type=Flat/Maisonette<br>Year=%{x}<br>Average Price (£)=%{y}<extra></extra>",
"legendgroup": "Flat/Maisonette",
"line": {
"color": "#ab63fa",
"color": "#636efa",
"dash": "solid"
},
"marker": {
@ -7720,7 +7642,7 @@
"hovertemplate": "Property Type=Terraced<br>Year=%{x}<br>Average Price (£)=%{y}<extra></extra>",
"legendgroup": "Terraced",
"line": {
"color": "#FFA15A",
"color": "#EF553B",
"dash": "solid"
},
"marker": {
@ -7741,6 +7663,84 @@
"dtype": "f8"
},
"yaxis": "y"
},
{
"hovertemplate": "Property Type=Other<br>Year=%{x}<br>Average Price (£)=%{y}<extra></extra>",
"legendgroup": "Other",
"line": {
"color": "#00cc96",
"dash": "solid"
},
"marker": {
"symbol": "circle"
},
"mode": "lines+markers",
"name": "Other",
"orientation": "v",
"showlegend": true,
"type": "scatter",
"x": {
"bdata": "ywcAAMwHAADNBwAAzgcAANAHAADRBwAA0gcAANQHAADVBwAA1gcAANcHAADYBwAA2QcAANoHAADbBwAA3AcAAN0HAADeBwAA3wcAAOAHAADhBwAA4gcAAOMHAADkBwAA5QcAAOYHAADnBwAA6AcAAOkHAAA=",
"dtype": "i4"
},
"xaxis": "x",
"y": {
"bdata": "AAAAAABwt0AAAAAAAOHpQKuqqqqKWPlAAAAAAIBV4UAAAAAA+OsGQQAAAABATxFBAAAAAMBi1ECrqqqqqofKQAAAAAAA+cVAL7rooms7AkEbymsoP3UCQb2G8hqKCdtAVVVVVXWi2UDT0tLSYu4HQR+F61FB1UdB4uHhYbewO0H91mlAk9FWQQyr2KccXE5BM60RmtNkUEHpBS9iCk9GQa0PyglLdkZBotrVTw1MSUF5jpBrRyNKQVGDG4mciUpBqUAMKV7DSUEYXw2P189IQV7iLQtVIUZBMVxIAFNpQ0GUbp7dHVhHQQ==",
"dtype": "f8"
},
"yaxis": "y"
},
{
"hovertemplate": "Property Type=Detached<br>Year=%{x}<br>Average Price (£)=%{y}<extra></extra>",
"legendgroup": "Detached",
"line": {
"color": "#ab63fa",
"dash": "solid"
},
"marker": {
"symbol": "circle"
},
"mode": "lines+markers",
"name": "Detached",
"orientation": "v",
"showlegend": true,
"type": "scatter",
"x": {
"bdata": "ywcAAMwHAADNBwAAzgcAAM8HAADQBwAA0QcAANIHAADTBwAA1AcAANUHAADWBwAA1wcAANgHAADZBwAA2gcAANsHAADcBwAA3QcAAN4HAADfBwAA4AcAAOEHAADiBwAA4wcAAOQHAADlBwAA5gcAAOcHAADoBwAA6QcAAA==",
"dtype": "i4"
},
"xaxis": "x",
"y": {
"bdata": "he7aSLi/CEFoN1HZAJAKQUY4cXYqNA5BmCYOQ6h8EkElIzG0u48UQeBpcT5PfxhBonCi/DDEGUGMRRiD7RUcQcQ/kuu+EB9BJEZk1BEQIUGZxLYWBcshQb27SvI8YyNB5+vvv8SyJUHh5E4zurMnQYAXJGVJ1yRBXOxwvdgiKEFRsmsTwYMnQUyGYB0SMydBNIUCsvpAKUHS8WO8cv8rQepZmB6R/yxBCNnlsjI8L0E1vqw6OicwQVbzCW9KyzBBA2/mqxRzMEEny9kScZkxQTPTgYu31jJB362yvuYNNUGL5FNq7ig1QVr2KFX/FDRBOL3pTarhMkE=",
"dtype": "f8"
},
"yaxis": "y"
},
{
"hovertemplate": "Property Type=Semi-detached<br>Year=%{x}<br>Average Price (£)=%{y}<extra></extra>",
"legendgroup": "Semi-detached",
"line": {
"color": "#FFA15A",
"dash": "solid"
},
"marker": {
"symbol": "circle"
},
"mode": "lines+markers",
"name": "Semi-detached",
"orientation": "v",
"showlegend": true,
"type": "scatter",
"x": {
"bdata": "ywcAAMwHAADNBwAAzgcAAM8HAADQBwAA0QcAANIHAADTBwAA1AcAANUHAADWBwAA1wcAANgHAADZBwAA2gcAANsHAADcBwAA3QcAAN4HAADfBwAA4AcAAOEHAADiBwAA4wcAAOQHAADlBwAA5gcAAOcHAADoBwAA6QcAAA==",
"dtype": "i4"
},
"xaxis": "x",
"y": {
"bdata": "/hlp6rqA+kBlfGGuPsr7QA3U2BzOPgBBFEkc5hF5AkEOH7hbPVkFQdQ3zroWSglBRetdezepC0HMh86Iur0PQSIquL97URFBK/ijBo0AE0FRJPfJ+SsUQfxVLXPAuRVB2S3vDChDGEGx1QCPrekYQTqhOT1RhRdBTia8aVJ2GkHuXCtHJx8bQQshg4NcLhxBNqxBkbkiHkGNK6rjU9ggQfYdpg056SFBYO87hnc/I0Hwpamcz/QjQaHX3l6M0yNBQSK1/+HPI0Heua3ksNAkQQ/lJFlsMyZBXFAo+AdbKEEly3AWY9koQReAqH3otidBgRctZr/SJkE=",
"dtype": "f8"
},
"yaxis": "y"
}
],
"layout": {
@ -11155,15 +11155,15 @@
"yaxis": "y"
},
{
"hovertemplate": "Sales Volume=3069<br>Median Price (£)=%{x}<br>Borough=%{y}<extra></extra>",
"legendgroup": "3069",
"hovertemplate": "Sales Volume=7611<br>Median Price (£)=%{x}<br>Borough=%{y}<extra></extra>",
"legendgroup": "7611",
"marker": {
"color": "#EF553B",
"pattern": {
"shape": ""
}
},
"name": "3069",
"name": "7611",
"orientation": "h",
"showlegend": true,
"textposition": "auto",
@ -11174,7 +11174,7 @@
},
"xaxis": "x",
"y": [
"RICHMOND UPON THAMES"
"TOWER HAMLETS"
],
"yaxis": "y"
},
@ -11203,15 +11203,15 @@
"yaxis": "y"
},
{
"hovertemplate": "Sales Volume=7611<br>Median Price (£)=%{x}<br>Borough=%{y}<extra></extra>",
"legendgroup": "7611",
"hovertemplate": "Sales Volume=3069<br>Median Price (£)=%{x}<br>Borough=%{y}<extra></extra>",
"legendgroup": "3069",
"marker": {
"color": "#ab63fa",
"pattern": {
"shape": ""
}
},
"name": "7611",
"name": "3069",
"orientation": "h",
"showlegend": true,
"textposition": "auto",
@ -11222,7 +11222,7 @@
},
"xaxis": "x",
"y": [
"TOWER HAMLETS"
"RICHMOND UPON THAMES"
],
"yaxis": "y"
},
@ -15303,58 +15303,58 @@
},
"data": [
{
"hovertemplate": "Property Type=Detached<br>% of Transactions=%{x}<br>Borough=%{y}<extra></extra>",
"legendgroup": "Detached",
"hovertemplate": "Property Type=Other<br>% of Transactions=%{x}<br>Borough=%{y}<extra></extra>",
"legendgroup": "Other",
"marker": {
"color": "#636efa",
"pattern": {
"shape": ""
}
},
"name": "Detached",
"name": "Other",
"orientation": "h",
"showlegend": true,
"textposition": "auto",
"type": "bar",
"x": {
"bdata": "8FaxxzOM1j+JQEK563AgQK1HtrIuGhNAQiSHPYjk+D9HzkcA8Vf3P2PDVSePKi5A8A/qZSl8CkD4cxJkMtb6P+15T9J1tvA/EGEavplHJkBZ9dlI39siQGimDN6ZgCNAXOaoH/mPGUDw1SI7/wkOQJx8z5JcJ7I/S4JZY705F0CDq1TdV2nyP4RrgtYyoABACxquqiAn6D+vDF4Y2nMiQOMuo3B8dNg/CzdxUOh1IECbJkakUhXzP99ky5SRXOI/dAyERNZ42j866QFXC5IRQHeJJNPbA/A/QqNDGeL6vz90Z65JGr3tP2eWjIMB/QZAqAzqTs6UJEBMBY4wa5IGQGfXgj5fL9I/",
"bdata": "dfGbIpuAFEBp54+XWAwMQDrGAbEO9xFAWd+KLdZTF0BcUDAnMgkeQChqYYhY4hRAFPOCrS1xDkDpwQK5aGMjQFLp29xgmxJAydeFHYsvKUA0MhZu4qAUQGqZ3EbQLw1At1rVWRhbFkCRqz33Y6cTQKmwK1e+9hJAYaKR5Lg1FkC0cK8TsTcZQI2AU5QR8CJAIllW/tvWCUCERXjkZdMTQBJLpn+42B1ACH/nPSCGEEAu8nV/4I0SQPj9qOqKjBdAndka5HXrEkBvx94PeyATQOKpOUwDQQ5AOPRV6ZOFFkAzigYSjMsRQMmaOB6DzDVArV64CPYvF0B1X5ZuAYsYQDFLKUMAVRRA",
"dtype": "f8"
},
"xaxis": "x",
"y": [
"ISLINGTON",
"SUTTON",
"ENFIELD",
"CAMDEN",
"HARINGEY",
"BROMLEY",
"BRENT",
"LEWISHAM",
"WANDSWORTH",
"HILLINGDON",
"KINGSTON UPON THAMES",
"HAVERING",
"RICHMOND UPON THAMES",
"MERTON",
"TOWER HAMLETS",
"CROYDON",
"BEXLEY",
"WALTHAM FOREST",
"LEWISHAM",
"HAMMERSMITH AND FULHAM",
"ISLINGTON",
"RICHMOND UPON THAMES",
"GREENWICH",
"KENSINGTON AND CHELSEA",
"HARROW",
"HAMMERSMITH AND FULHAM",
"BARNET",
"SOUTHWARK",
"CITY OF WESTMINSTER",
"NEWHAM",
"REDBRIDGE",
"LAMBETH",
"CITY OF LONDON",
"BARKING AND DAGENHAM",
"CITY OF WESTMINSTER",
"BARNET",
"SUTTON",
"SOUTHWARK",
"HILLINGDON",
"WALTHAM FOREST",
"HARROW",
"HACKNEY",
"CAMDEN",
"HAVERING",
"MERTON",
"BRENT",
"BROMLEY",
"TOWER HAMLETS",
"EALING",
"CROYDON",
"LAMBETH",
"KINGSTON UPON THAMES",
"BARKING AND DAGENHAM",
"HOUNSLOW",
"HACKNEY"
"WANDSWORTH",
"CITY OF LONDON",
"NEWHAM",
"HARINGEY",
"ENFIELD"
],
"yaxis": "y"
},
@ -15373,156 +15373,44 @@
"textposition": "auto",
"type": "bar",
"x": {
"bdata": "5+ftccplL0DZLhvWhfvrP+wKcjVJSERAUFY9oRHQQkAYLoL9SzJCQE5RRsApiiVAvPfTmUn/M0APsgoteWo8QMB6ZY17NhpAnDo1KnGNPkDHD/Ir6jI0QFnj/uJBE0BA/E96vVbSMkAGRonA8uwyQNzw86Oc+jdAKQdEhnuVTEB1G2zJxIY/QGD2CzrPkzhAuc8il9PBP0A+MFDY+NQzQG5aJbtqKEVAEvLGNSabMEBRSCOi/Jw8QByWgth1LzJAOxRPIdNIRUC7P1ckHj4+QPYKa0I9ZTdALQtUCDvVIkC1hQ1y4Yo9QI5KGIETizZAaM8EFFebMEDH+bYvhec6QAJIYukEBjlA",
"bdata": "jkoYgROLNkDc8POjnPo3QPxPer1W0jJAuz9XJB4+PkA+MFDY+NQzQByWgth1LzJAKQdEhnuVTEBozwQUV5swQGD2CzrPkzhAvPfTmUn/M0DZLhvWhfvrP25aJbtqKEVAUUgjovycPEBQVj2hEdBCQAZGicDy7DJA7ApyNUlIRED2CmtCPWU3QBLyxjUmmzBATlFGwCmKJUACSGLpBAY5QMf5ti+F5zpAOxRPIdNIRUAYLoL9SzJCQLnPIpfTwT9AD7IKLXlqPEBZ4/7iQRNAQLWFDXLhij1AdRtsycSGP0Dn5+1xymUvQMB6ZY17NhpALQtUCDvVIkDHD/Ir6jI0QJw6NSpxjT5A",
"dtype": "f8"
},
"xaxis": "x",
"y": [
"HACKNEY",
"CITY OF LONDON",
"MERTON",
"ENFIELD",
"NEWHAM",
"CAMDEN",
"HARROW",
"SUTTON",
"TOWER HAMLETS",
"HAVERING",
"KINGSTON UPON THAMES",
"LEWISHAM",
"HILLINGDON",
"HAMMERSMITH AND FULHAM",
"LAMBETH",
"SOUTHWARK",
"HAMMERSMITH AND FULHAM",
"BARKING AND DAGENHAM",
"HARINGEY",
"WANDSWORTH",
"RICHMOND UPON THAMES",
"BEXLEY",
"BRENT",
"WALTHAM FOREST",
"BARNET",
"CROYDON",
"KENSINGTON AND CHELSEA",
"REDBRIDGE",
"BEXLEY",
"BROMLEY",
"CITY OF WESTMINSTER",
"GREENWICH",
"HILLINGDON",
"BARKING AND DAGENHAM",
"ISLINGTON",
"EALING",
"HOUNSLOW"
],
"yaxis": "y"
},
{
"hovertemplate": "Property Type=Other<br>% of Transactions=%{x}<br>Borough=%{y}<extra></extra>",
"legendgroup": "Other",
"marker": {
"color": "#00cc96",
"pattern": {
"shape": ""
}
},
"name": "Other",
"orientation": "h",
"showlegend": true,
"textposition": "auto",
"type": "bar",
"x": {
"bdata": "t1rVWRhbFkAu8nV/4I0SQBJLpn+42B1Akas992OnE0A0MhZu4qAUQGnnj5dYDAxAqbArV772EkBZ34ot1lMXQHVflm4BixhAOsYBsQ73EUCNgFOUEfAiQPj9qOqKjBdAM4oGEozLEUBhopHkuDUWQIRFeORl0xNAIllW/tvWCUA49FXpk4UWQJ3ZGuR16xJAdfGbIpuAFEDiqTlMA0EOQChqYYhY4hRAXFAwJzIJHkAU84KtLXEOQK1euAj2LxdAapncRtAvDUC0cK8TsTcZQOnBArloYyNAb8feD3sgE0DJmjgeg8w1QAh/5z0ghhBAMUspQwBVFEDJ14Udiy8pQFLp29xgmxJA",
"dtype": "f8"
},
"xaxis": "x",
"y": [
"SOUTHWARK",
"TOWER HAMLETS",
"BRENT",
"HILLINGDON",
"BARNET",
"BEXLEY",
"WALTHAM FOREST",
"HAMMERSMITH AND FULHAM",
"HARINGEY",
"LEWISHAM",
"CAMDEN",
"EALING",
"WANDSWORTH",
"HARROW",
"MERTON",
"HAVERING",
"HOUNSLOW",
"LAMBETH",
"CROYDON",
"BARKING AND DAGENHAM",
"RICHMOND UPON THAMES",
"ISLINGTON",
"GREENWICH",
"NEWHAM",
"SUTTON",
"HACKNEY",
"KENSINGTON AND CHELSEA",
"KINGSTON UPON THAMES",
"CITY OF LONDON",
"BROMLEY",
"ENFIELD",
"CITY OF WESTMINSTER",
"REDBRIDGE"
],
"yaxis": "y"
},
{
"hovertemplate": "Property Type=Flat/Maisonette<br>% of Transactions=%{x}<br>Borough=%{y}<extra></extra>",
"legendgroup": "Flat/Maisonette",
"marker": {
"color": "#ab63fa",
"pattern": {
"shape": ""
}
},
"name": "Flat/Maisonette",
"orientation": "h",
"showlegend": true,
"textposition": "auto",
"type": "bar",
"x": {
"bdata": "FRi+9C3jQkB2I5xoihpEQOnhY+/6E0hAbQomwk55UUApCdC3G+hCQKZegk+0eVJAB1I/dOlMU0BM0da7cixTQOvWABBBWEFAHflgu5EdVkBSEX2/dAhTQJIWjgKEpEpA+lWiwSrUQ0AikTWeJqZLQOSXWArTk1BAlhCQ81MJPEAyEFZiB0VAQJfSJgOeQ0NANY5gHxP6QkDsI7CqnQpRQKwwC9Lc+ktAWS+lixi6SkDqiHfQLHk2QESTEM6liEVAPmWvsCbUP0AAV/jZr+NKQFeJi9kq0VJAODUJuXhEOkDFjLZfCZhGQI32deNeCD5AZtqR7MGbUUCEcgySoPVIQFctmPYprFFA",
"dtype": "f8"
},
"xaxis": "x",
"y": [
"HARROW",
"KINGSTON UPON THAMES",
"BARNET",
"KENSINGTON AND CHELSEA",
"SUTTON",
"ISLINGTON",
"CITY OF LONDON",
"CITY OF WESTMINSTER",
"ENFIELD",
"TOWER HAMLETS",
"HACKNEY",
"LEWISHAM",
"MERTON",
"NEWHAM",
"WANDSWORTH",
"BARKING AND DAGENHAM",
"HILLINGDON",
"RICHMOND UPON THAMES",
"CROYDON",
"HAMMERSMITH AND FULHAM",
"HARINGEY",
"BRENT",
"HAVERING",
"WALTHAM FOREST",
"BROMLEY",
"GREENWICH",
"CAMDEN",
"BEXLEY",
"HOUNSLOW",
"REDBRIDGE",
"CROYDON",
"ENFIELD",
"SOUTHWARK",
"MERTON",
"BROMLEY",
"BARNET",
"CAMDEN",
"HOUNSLOW",
"EALING",
"LAMBETH"
"REDBRIDGE",
"NEWHAM",
"RICHMOND UPON THAMES",
"SUTTON",
"LEWISHAM",
"GREENWICH",
"HARINGEY",
"HACKNEY",
"TOWER HAMLETS",
"CITY OF WESTMINSTER",
"KINGSTON UPON THAMES",
"HAVERING"
],
"yaxis": "y"
},
@ -15530,7 +15418,7 @@
"hovertemplate": "Property Type=Semi-detached<br>% of Transactions=%{x}<br>Borough=%{y}<extra></extra>",
"legendgroup": "Semi-detached",
"marker": {
"color": "#FFA15A",
"color": "#00cc96",
"pattern": {
"shape": ""
}
@ -15541,43 +15429,155 @@
"textposition": "auto",
"type": "bar",
"x": {
"bdata": "WGz0zJ9aMkCcOH2HReIvQBp/WNfR9AxAxpZrW7cWQUBy2+ezM3MhQMX8cJryYTlAs+bm0BuG9z+25sjEmsogQIvz7XLgSfk/08AL4I7TMUAmrmNCU0L6P0FxJohXKyRAzJ0ogu3ULEARD0HLHP9AQKL5Xt033TxAlJj/Lk8EMkDCuU2bCK0TQC6I2H3f5jVAKmlcN/9yO0DzQAKTJZclQKLur8eYBxNAm/tjXXN/B0BZzsBpzI85QNnFLSKuHec/CiKzJ7fZNUCMzYJqz8kAQC41nKysntE/+MhtUKUV+j86uqxjUt8OQL5gyfY1VjVALqSpYv0hJkD69oz4WxoyQA==",
"bdata": "s+bm0BuG9z8KIrMnt9k1QMydKILt1CxA+vaM+FsaMkDZxS0irh3nPzq6rGNS3w5AQXEmiFcrJED4yG1QpRX6P8aWa1u3FkFAWGz0zJ9aMkARD0HLHP9AQMX8cJryYTlAwrlNmwitE0CUmP8uTwQyQKLur8eYBxNAm/tjXXN/B0Aaf1jX0fQMQIzNgmrPyQBA08AL4I7TMUBZzsBpzI85QPNAApMllyVAovle3TfdPECcOH2HReIvQCppXDf/cjtActvnszNzIUC25sjEmsogQC6I2H3f5jVALqSpYv0hJkC+YMn2NVY1QCauY0JTQvo/i/PtcuBJ+T8uNZysrJ7RPw==",
"dtype": "f8"
},
"xaxis": "x",
"y": [
"REDBRIDGE",
"BRENT",
"WANDSWORTH",
"BEXLEY",
"WALTHAM FOREST",
"KINGSTON UPON THAMES",
"KENSINGTON AND CHELSEA",
"LEWISHAM",
"HACKNEY",
"ENFIELD",
"HAMMERSMITH AND FULHAM",
"BARKING AND DAGENHAM",
"BARNET",
"EALING",
"RICHMOND UPON THAMES",
"CITY OF WESTMINSTER",
"SOUTHWARK",
"BARKING AND DAGENHAM",
"ISLINGTON",
"BEXLEY",
"REDBRIDGE",
"HAVERING",
"HILLINGDON",
"CROYDON",
"KINGSTON UPON THAMES",
"HARINGEY",
"SUTTON",
"HARROW",
"GREENWICH",
"CROYDON",
"LAMBETH",
"CAMDEN",
"BROMLEY",
"CITY OF WESTMINSTER",
"BARNET",
"WANDSWORTH",
"NEWHAM",
"TOWER HAMLETS",
"ISLINGTON",
"SOUTHWARK",
"HOUNSLOW",
"ENFIELD",
"BROMLEY",
"GREENWICH",
"HILLINGDON",
"BRENT",
"HARROW",
"WALTHAM FOREST",
"LEWISHAM",
"SUTTON",
"MERTON",
"RICHMOND UPON THAMES"
"HOUNSLOW",
"HAMMERSMITH AND FULHAM",
"HACKNEY",
"TOWER HAMLETS"
],
"yaxis": "y"
},
{
"hovertemplate": "Property Type=Detached<br>% of Transactions=%{x}<br>Borough=%{y}<extra></extra>",
"legendgroup": "Detached",
"marker": {
"color": "#ab63fa",
"pattern": {
"shape": ""
}
},
"name": "Detached",
"orientation": "h",
"showlegend": true,
"textposition": "auto",
"type": "bar",
"x": {
"bdata": "dAyERNZ42j/wD+plKXwKQJsmRqRSFfM/aKYM3pmAI0Bc5qgf+Y8ZQEuCWWO9ORdArUe2si4aE0AQYRq+mUcmQPDVIjv/CQ5AqAzqTs6UJEDwVrHHM4zWP2fXgj5fL9I/OukBVwuSEUALN3FQ6HUgQIlAQrnrcCBAQiSHPYjk+D+cfM+SXCeyP3eJJNPbA/A/Y8NVJ48qLkBCo0MZ4vq/P99ky5SRXOI/WfXZSN/bIkB0Z65JGr3tP0wFjjBrkgZACxquqiAn6D+vDF4Y2nMiQIRrgtYyoABA7XlP0nW28D/4cxJkMtb6P4OrVN1XafI/4y6jcHx02D9HzkcA8Vf3P2eWjIMB/QZA",
"dtype": "f8"
},
"xaxis": "x",
"y": [
"NEWHAM",
"BRENT",
"SOUTHWARK",
"HAVERING",
"RICHMOND UPON THAMES",
"BEXLEY",
"ENFIELD",
"HILLINGDON",
"MERTON",
"CROYDON",
"ISLINGTON",
"HACKNEY",
"REDBRIDGE",
"BARNET",
"SUTTON",
"CAMDEN",
"TOWER HAMLETS",
"LAMBETH",
"BROMLEY",
"CITY OF LONDON",
"CITY OF WESTMINSTER",
"KINGSTON UPON THAMES",
"BARKING AND DAGENHAM",
"HOUNSLOW",
"KENSINGTON AND CHELSEA",
"HARROW",
"GREENWICH",
"WANDSWORTH",
"LEWISHAM",
"WALTHAM FOREST",
"HAMMERSMITH AND FULHAM",
"HARINGEY",
"EALING"
],
"yaxis": "y"
},
{
"hovertemplate": "Property Type=Flat/Maisonette<br>% of Transactions=%{x}<br>Borough=%{y}<extra></extra>",
"legendgroup": "Flat/Maisonette",
"marker": {
"color": "#FFA15A",
"pattern": {
"shape": ""
}
},
"name": "Flat/Maisonette",
"orientation": "h",
"showlegend": true,
"textposition": "auto",
"type": "bar",
"x": {
"bdata": "IpE1niamS0CWEJDzUwk8QDg1Cbl4RDpA69YAEEFYQUApCdC3G+hCQD5lr7Am1D9AWS+lixi6SkCX0iYDnkNDQAdSP3TpTFNAVy2Y9imsUUB2I5xoihpEQOnhY+/6E0hAFRi+9C3jQkCsMAvS3PpLQOwjsKqdClFA+lWiwSrUQ0A1jmAfE/pCQGbakezBm1FApl6CT7R5UkBEkxDOpYhFQMWMtl8JmEZAMhBWYgdFQEAd+WC7kR1WQJIWjgKEpEpAbQomwk55UUDkl1gK05NQQFeJi9kq0VJAUhF9v3QIU0CEcgySoPVIQOqId9AseTZATNHWu3IsU0AAV/jZr+NKQI32deNeCD5A",
"dtype": "f8"
},
"xaxis": "x",
"y": [
"NEWHAM",
"BARKING AND DAGENHAM",
"BEXLEY",
"ENFIELD",
"SUTTON",
"BROMLEY",
"BRENT",
"RICHMOND UPON THAMES",
"CITY OF LONDON",
"LAMBETH",
"KINGSTON UPON THAMES",
"BARNET",
"HARROW",
"HARINGEY",
"HAMMERSMITH AND FULHAM",
"MERTON",
"CROYDON",
"SOUTHWARK",
"ISLINGTON",
"WALTHAM FOREST",
"HOUNSLOW",
"HILLINGDON",
"TOWER HAMLETS",
"LEWISHAM",
"KENSINGTON AND CHELSEA",
"WANDSWORTH",
"CAMDEN",
"HACKNEY",
"EALING",
"HAVERING",
"CITY OF WESTMINSTER",
"GREENWICH",
"REDBRIDGE"
],
"yaxis": "y"
}
@ -16496,44 +16496,44 @@
"textposition": "auto",
"type": "bar",
"x": {
"bdata": "bfovygqYM0DLT8R4+EEuQDod43w92h9AQ8Ijqvs9RUCL9vMHra1QQD9BZPbkNkhA6dnJd5tDT0C5d/vS+0VQQNhZO4dmmU1AEK3zVk5OR0AnTU7oKDFEQB97fqncnCNAKQn8iqDbUECcj8H5GJxJQMZ7d+F54jlAqXiAnqMFTkCM+vLsPo08QCoUsrYRVFFA8+x+fhdUTUC24t05yuxFQBd53ZmdYU5AksMeRHL4M0DltKKst20+QFyhvfPsFE1AVzWXzqPJRUDdlMOyM1dEQOr4n0wvzjhAZ0IMr51NOkAyl2QdG4lKQFhDGMN+ADZAMvvLA8YVUkAP4AhOSg5TQMIvk4Yq10xA",
"bdata": "H3t+qdycI0AP4AhOSg5TQIv28wetrVBAMvvLA8YVUkA/QWT25DZIQJyPwfkYnElAOh3jfD3aH0CM+vLsPo08QCkJ/Iqg21BA6dnJd5tDT0AnTU7oKDFEQPPsfn4XVE1AWEMYw34ANkAQrfNWTk5HQFc1l86jyUVA5bSirLdtPkBnQgyvnU06QMIvk4Yq10xAF3ndmZ1hTkC24t05yuxFQN2Uw7IzV0RAxnt34XniOUDLT8R4+EEuQJLDHkRy+DNAMpdkHRuJSkAqFLK2EVRRQEPCI6r7PUVAXKG98+wUTUCpeICeowVOQOr4n0wvzjhAuXf70vtFUEBt+i/KCpgzQNhZO4dmmU1A",
"dtype": "f8"
},
"xaxis": "x",
"y": [
"HACKNEY",
"CITY OF WESTMINSTER",
"TOWER HAMLETS",
"BRENT",
"BROMLEY",
"BARNET",
"ENFIELD",
"HILLINGDON",
"HARROW",
"EALING",
"HARINGEY",
"CITY OF LONDON",
"REDBRIDGE",
"HOUNSLOW",
"SOUTHWARK",
"CROYDON",
"HAMMERSMITH AND FULHAM",
"BARKING AND DAGENHAM",
"RICHMOND UPON THAMES",
"LEWISHAM",
"SUTTON",
"CAMDEN",
"WANDSWORTH",
"KINGSTON UPON THAMES",
"GREENWICH",
"NEWHAM",
"KENSINGTON AND CHELSEA",
"LAMBETH",
"WALTHAM FOREST",
"ISLINGTON",
"BEXLEY",
"HAVERING",
"MERTON"
"BROMLEY",
"BEXLEY",
"BARNET",
"HOUNSLOW",
"TOWER HAMLETS",
"HAMMERSMITH AND FULHAM",
"REDBRIDGE",
"ENFIELD",
"HARINGEY",
"RICHMOND UPON THAMES",
"ISLINGTON",
"EALING",
"GREENWICH",
"WANDSWORTH",
"LAMBETH",
"MERTON",
"SUTTON",
"LEWISHAM",
"NEWHAM",
"SOUTHWARK",
"CITY OF WESTMINSTER",
"CAMDEN",
"WALTHAM FOREST",
"BARKING AND DAGENHAM",
"BRENT",
"KINGSTON UPON THAMES",
"CROYDON",
"KENSINGTON AND CHELSEA",
"HILLINGDON",
"HACKNEY",
"HARROW"
],
"yaxis": "y"
},
@ -16552,44 +16552,44 @@
"textposition": "auto",
"type": "bar",
"x": {
"bdata": "J6bEeJlmREDqhiJmYp5DQKrKaDFcNkxAnDDQamSMVkA3E9Dw56g7QA0TgYHoq0RAZQF0Tf0ZVEBYrzclua8+QMdS1xSSZFFAIms8TcyoTUAbT/hu4wFUQBgmNohkvEJAZHA+BudjSEAq7zlP4H9TQEkdIsY1E0xADiGih2GHUkDOaJvi5HZHQMUB2Cx0zFJA71IMqbGxSkClXkIME+tEQMG+mwkbyUlAV4d/YVz6Q0Cu7QfqvkhAQI0QCVoIdEFAXUHDRLDcUUDqEhjwpaRAQMJ/3MfWxjdAZ+88lJhsUkDZsrEX185NQCzOMShcAldAB3bn8MA3VUA+0Gx51ShFQL093FUEwkxA",
"bdata": "B3bn8MA3VUDCf9zH1sY3QM5om+LkdkdAx1LXFJJkUUDqhiJmYp5DQL093FUEwkxAIms8TcyoTUAOIaKHYYdSQKVeQgwT60RAwb6bCRvJSUDZsrEX185NQBgmNohkvEJAG0/4buMBVEBlAXRN/RlUQF1Bw0Sw3FFAxQHYLHTMUkDqEhjwpaRAQFeHf2Fc+kNAJ6bEeJlmREA+0Gx51ShFQFivNyW5rz5ANxPQ8OeoO0Bn7zyUmGxSQA0TgYHoq0RA71IMqbGxSkBkcD4G52NIQKrKaDFcNkxASR0ixjUTTECu7QfqvkhAQCrvOU/gf1NALM4xKFwCV0CcMNBqZIxWQI0QCVoIdEFA",
"dtype": "f8"
},
"xaxis": "x",
"y": [
"HARROW",
"SUTTON",
"GREENWICH",
"CITY OF LONDON",
"BEXLEY",
"RICHMOND UPON THAMES",
"HACKNEY",
"BARKING AND DAGENHAM",
"WANDSWORTH",
"NEWHAM",
"CAMDEN",
"ENFIELD",
"HOUNSLOW",
"ISLINGTON",
"LEWISHAM",
"SOUTHWARK",
"CITY OF WESTMINSTER",
"HAVERING",
"WALTHAM FOREST",
"KENSINGTON AND CHELSEA",
"EALING",
"WANDSWORTH",
"SUTTON",
"BRENT",
"NEWHAM",
"SOUTHWARK",
"KINGSTON UPON THAMES",
"BARNET",
"CROYDON",
"REDBRIDGE",
"HILLINGDON",
"HAMMERSMITH AND FULHAM",
"BROMLEY",
"HAVERING",
"LAMBETH",
"HARINGEY",
"TOWER HAMLETS",
"CITY OF WESTMINSTER",
"ENFIELD",
"CAMDEN",
"HACKNEY",
"HAMMERSMITH AND FULHAM",
"KENSINGTON AND CHELSEA",
"BROMLEY",
"CROYDON",
"HARROW",
"MERTON",
"BRENT"
"BARKING AND DAGENHAM",
"BEXLEY",
"LAMBETH",
"RICHMOND UPON THAMES",
"EALING",
"HOUNSLOW",
"GREENWICH",
"LEWISHAM",
"REDBRIDGE",
"ISLINGTON",
"TOWER HAMLETS",
"CITY OF LONDON",
"HILLINGDON"
],
"yaxis": "y"
}
@ -19463,7 +19463,7 @@
"orientation": "h",
"type": "bar",
"x": {
"bdata": "AAAAAOTTEUEAAAAAIOIRQQAAAADA6xJBAAAAAIDAFEEAAAAAgMAUQQAAAADgvBJBAAAAAGByFEEAAAAAwFwVQQAAAACAwBRBAAAAAIDAFEEAAAAAYHIUQQAAAACAwBRBAAAAAGDjFkEAAAAA4KoVQQAAAACgDhVBAAAAAOAhF0EAAAAAgDEXQQAAAAAAcBdBAAAAAOCqFUEAAAAA8EIYQQAAAADgGxhBAAAAAABqGEEAAAAAgDEXQQAAAAAAahhBAAAAAMA+GkEAAAAAQHcbQQAAAADg/RxBAAAAAKBhHEEAAAAA4G4fQQAAAACAhB5BAAAAANASI0EAAAAAMIwhQQAAAABAJCRB",
"bdata": "AAAAAOTTEUEAAAAAIOIRQQAAAADA6xJBAAAAAIDAFEEAAAAAgMAUQQAAAADgvBJBAAAAAGByFEEAAAAAwFwVQQAAAACAwBRBAAAAAIDAFEEAAAAAYHIUQQAAAACAwBRBAAAAAGDjFkEAAAAA4KoVQQAAAACgDhVBAAAAAOAhF0EAAAAAgDEXQQAAAAAAcBdBAAAAAOCqFUEAAAAA8EIYQQAAAADgGxhBAAAAAIAxF0EAAAAAAGoYQQAAAAAAahhBAAAAAMA+GkEAAAAAQHcbQQAAAADg/RxBAAAAAKBhHEEAAAAA4G4fQQAAAACAhB5BAAAAANASI0EAAAAAMIwhQQAAAABAJCRB",
"dtype": "f8"
},
"y": [
@ -19488,8 +19488,8 @@
"BRENT",
"LAMBETH",
"KINGSTON UPON THAMES",
"HARINGEY",
"BARNET",
"HARINGEY",
"SOUTHWARK",
"HACKNEY",
"WANDSWORTH",
@ -19525,9 +19525,9 @@
355000,
397500,
395000,
400000,
380000,
400000,
400000,
430000,
450000,
475000,
@ -19545,7 +19545,7 @@
"orientation": "h",
"type": "bar",
"x": {
"bdata": "AAAAAHAF80AAAAAAgB/6QAAAAABABvlAAAAAAAD59UAAAAAAgDH3QAAAAABAPABBAAAAAADb+kAAAAAA2G/3QAAAAAAA2/pAAAAAAICE/kAAAAAAvJsBQQAAAAAAFwFBAAAAAADb+kAAAAAAABcBQQAAAAAAiANBAAAAAID7/0AAAAAAAL3/QAAAAACA2ABBAAAAAIDABEEAAAAAoCwAQQAAAABQXQFBAAAAAAAXAUEAAAAAAIgDQQAAAABM8AFBAAAAAIBPAkEAAAAAgDEHQQAAAABAjwdBAAAAAEB3C0EAAAAAgIQOQQAAAACgLBBBAAAAACQjEEEAAAAAAGoYQQAAAAAAvR9B",
"bdata": "AAAAAHAF80AAAAAAgB/6QAAAAABABvlAAAAAAAD59UAAAAAAgDH3QAAAAABAPABBAAAAAADb+kAAAAAA2G/3QAAAAAAA2/pAAAAAAICE/kAAAAAAvJsBQQAAAAAAFwFBAAAAAADb+kAAAAAAABcBQQAAAAAAiANBAAAAAID7/0AAAAAAAL3/QAAAAACA2ABBAAAAAIDABEEAAAAAoCwAQQAAAABQXQFBAAAAAACIA0EAAAAAABcBQQAAAABM8AFBAAAAAIBPAkEAAAAAgDEHQQAAAABAjwdBAAAAAEB3C0EAAAAAgIQOQQAAAACgLBBBAAAAACQjEEEAAAAAAGoYQQAAAAAAvR9B",
"dtype": "f8"
},
"y": [
@ -19570,8 +19570,8 @@
"BRENT",
"LAMBETH",
"KINGSTON UPON THAMES",
"HARINGEY",
"BARNET",
"HARINGEY",
"SOUTHWARK",
"HACKNEY",
"WANDSWORTH",
@ -19627,7 +19627,7 @@
"orientation": "h",
"type": "bar",
"x": {
"bdata": "AAAAAADb6kAAAAAAAB0AQQAAAADAXPVAAAAAAIAx90AAAAAAAPn1QAAAAAAAiANBAAAAAEAkBEEAAAAAVDYBQQAAAADAXAVBAAAAAEAkBEEAAAAAxMoBQQAAAAAATP1AAAAAAIAxB0EAAAAAgDEHQQAAAADA6wJBAAAAAEAGCUEAAAAAgE8CQQAAAAAARg5BAAAAAMDNB0EAAAAAwD4KQQAAAACwBQ1BAAAAAADbCkEAAAAAAL0PQQAAAAAaDhBBAAAAAMAgD0EAAAAAgMAUQQAAAABgZhZBAAAAAKB/F0EAAAAAsFMgQQAAAAAgmh1BAAAAAB53JEEAAAAA2O0xQQAAAABQ2jFB",
"bdata": "AAAAAADb6kAAAAAAAB0AQQAAAADAXPVAAAAAAIAx90AAAAAAAPn1QAAAAAAAiANBAAAAAEAkBEEAAAAAVDYBQQAAAADAXAVBAAAAAEAkBEEAAAAAxMoBQQAAAAAATP1AAAAAAIAxB0EAAAAAgDEHQQAAAADA6wJBAAAAAEAGCUEAAAAAgE8CQQAAAAAARg5BAAAAAMDNB0EAAAAAwD4KQQAAAACwBQ1BAAAAAAC9D0EAAAAAANsKQQAAAAAaDhBBAAAAAMAgD0EAAAAAgMAUQQAAAABgZhZBAAAAAKB/F0EAAAAAsFMgQQAAAAAgmh1BAAAAAB53JEEAAAAA2O0xQQAAAABQ2jFB",
"dtype": "f8"
},
"y": [
@ -19652,8 +19652,8 @@
"BRENT",
"LAMBETH",
"KINGSTON UPON THAMES",
"HARINGEY",
"BARNET",
"HARINGEY",
"SOUTHWARK",
"HACKNEY",
"WANDSWORTH",
@ -20727,8 +20727,8 @@
"BRENT",
"LAMBETH",
"KINGSTON UPON THAMES",
"HARINGEY",
"BARNET",
"HARINGEY",
"SOUTHWARK",
"HACKNEY",
"WANDSWORTH",
@ -20742,7 +20742,7 @@
],
"yaxis": "y",
"z": {
"bdata": "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",
"bdata": "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",
"dtype": "f8",
"shape": "33, 5"
}
@ -21659,12 +21659,12 @@
"legendgroup": "",
"marker": {
"color": {
"bdata": "KhSythFUUUCpeICeowVOQDL7ywPGFVJAD+AITkoOU0DdlMOyM1dEQBd53ZmdYU5A6dnJd5tDT0BXNZfOo8lFQLbi3TnK7EVAnI/B+RicSUApCfyKoNtQQLl3+9L7RVBAOh3jfD3aH0CL9vMHra1QQNhZO4dmmU1AEK3zVk5OR0Ayl2QdG4lKQMIvk4Yq10xAQ8Ijqvs9RUBnQgyvnU06QFyhvfPsFE1AJ01O6CgxREA/QWT25DZIQMZ7d+F54jlAbfovygqYM0DltKKst20+QFhDGMN+ADZA8+x+fhdUTUCSwx5EcvgzQIz68uw+jTxAH3t+qdycI0DLT8R4+EEuQOr4n0wvzjhA",
"bdata": "KhSythFUUUCpeICeowVOQDL7ywPGFVJAD+AITkoOU0DdlMOyM1dEQBd53ZmdYU5A6dnJd5tDT0BXNZfOo8lFQLbi3TnK7EVAnI/B+RicSUApCfyKoNtQQLl3+9L7RVBAOh3jfD3aH0CL9vMHra1QQNhZO4dmmU1AEK3zVk5OR0Ayl2QdG4lKQMIvk4Yq10xAQ8Ijqvs9RUBnQgyvnU06QFyhvfPsFE1AP0Fk9uQ2SEAnTU7oKDFEQMZ7d+F54jlAbfovygqYM0DltKKst20+QFhDGMN+ADZA8+x+fhdUTUCSwx5EcvgzQIz68uw+jTxAH3t+qdycI0DLT8R4+EEuQOr4n0wvzjhA",
"dtype": "f8"
},
"coloraxis": "coloraxis",
"size": {
"bdata": "73seye3IOUDUqUuvFgVVQHwdzOTjeEpA1w/1aVQnT0AbZT4gVmtFQKKHROmxxUVAt9pvsO4zSkA64n3PI7lNQIEP9mZdDE5A48OPB1fWRUBmPCZEofdFQDc3ETotL0pA64vuWD7XTED0ALRR5gNVQOn6fGSJ0UJAIXhOglS5UEBL+8QefzlLQHGs+g/Qj0ZABPcar/InREC3Jh7K6tFRQBlITGRl9EFAvIPiMxscR0BQxhqLFS1TQFOXXi0KBk9ARXsgw/+SR0AAAAAAAABZQPlce7Ix/UZAlPx3c1xYSEArOMWLEzNGQO8zZNOFbkZAAAAAAAAAAAAbIHtFnQNMQKH4zAbHYUJA",
"bdata": "73seye3IOUDUqUuvFgVVQHwdzOTjeEpA1w/1aVQnT0AbZT4gVmtFQKKHROmxxUVAt9pvsO4zSkA64n3PI7lNQIEP9mZdDE5A48OPB1fWRUBmPCZEofdFQDc3ETotL0pA64vuWD7XTED0ALRR5gNVQOn6fGSJ0UJAIXhOglS5UEBL+8QefzlLQHGs+g/Qj0ZABPcar/InREC3Jh7K6tFRQBlITGRl9EFAUMYaixUtU0C8g+IzGxxHQFOXXi0KBk9ARXsgw/+SR0AAAAAAAABZQPlce7Ix/UZAlPx3c1xYSEArOMWLEzNGQO8zZNOFbkZAAAAAAAAAAAAbIHtFnQNMQKH4zAbHYUJA",
"dtype": "f8"
},
"sizemode": "area",
@ -21697,8 +21697,8 @@
"BRENT",
"LAMBETH",
"KINGSTON UPON THAMES",
"HARINGEY",
"BARNET",
"HARINGEY",
"SOUTHWARK",
"HACKNEY",
"WANDSWORTH",
@ -21721,7 +21721,7 @@
},
"xaxis": "x",
"y": {
"bdata": "XmMq/gfiVUD5M0jxhCdJQOE8TEudL1hAAAAAAAAAWUDi4DlnVP5HQJhpn+iO/lZAxpALfp6cVUD285ct1oVCQM08s9HOx01AmSSyVzc8VkDeEBQPDPpWQA+p0hLyIlhA6aeTP0kNPUCAdgwQY9FSQOE3efdzrFVAepPFur8lUUAg2bFvbjZUQK0E6zIlhFNAQjfSMif4U0BIEbRKrXY2QIoXenKgm1FAafUplFN2SkDFJvxi5NxNQAEeYlHz5z9AfpJps7iKLkBUPqTgH+BDQAmgB5+4klFAuT1rUff7UED5MD9WUtBAQBlQHPsQb05AAAAAAAAAAABgOTq+qaw0QEgRtEqtdjZA",
"bdata": "XmMq/gfiVUD5M0jxhCdJQOE8TEudL1hAAAAAAAAAWUDi4DlnVP5HQJhpn+iO/lZAxpALfp6cVUD285ct1oVCQM08s9HOx01AmSSyVzc8VkDeEBQPDPpWQA+p0hLyIlhA6aeTP0kNPUCAdgwQY9FSQOE3efdzrFVAepPFur8lUUAg2bFvbjZUQK0E6zIlhFNAQjfSMif4U0BIEbRKrXY2QIoXenKgm1FAxSb8YuTcTUBp9SmUU3ZKQAEeYlHz5z9AfpJps7iKLkBUPqTgH+BDQAmgB5+4klFAuT1rUff7UED5MD9WUtBAQBlQHPsQb05AAAAAAAAAAABgOTq+qaw0QEgRtEqtdjZA",
"dtype": "f8"
},
"yaxis": "y"

93
analyses/wide.ipynb Normal file
View file

File diff suppressed because one or more lines are too long