From 69e5b64251b64738e7ec86c5bd73e3fbb9d13602 Mon Sep 17 00:00:00 2001 From: Hunter Craft <118154470+hunterckx@users.noreply.github.com> Date: Tue, 3 Oct 2023 20:45:36 -0700 Subject: [PATCH] chore: update analytics for september 2023 (#2858, #2859) (#2860) --- .../catalog-analytics.ipynb | 8 +- .../portal-analytics.ipynb | 16 +- .../catalog-analytics.ipynb | 318 +++++------------- .../portal-analytics.ipynb | 8 +- 4 files changed, 112 insertions(+), 238 deletions(-) diff --git a/analytics/anvil-analytics-catalog/catalog-analytics.ipynb b/analytics/anvil-analytics-catalog/catalog-analytics.ipynb index 910910b5b..7f044d0f6 100644 --- a/analytics/anvil-analytics-catalog/catalog-analytics.ipynb +++ b/analytics/anvil-analytics-catalog/catalog-analytics.ipynb @@ -13,9 +13,9 @@ ":class: analytics-logo\n", "```\n", "\n", - "# AnVIL Dataset Catalog User Analytics - August vs July 2023\n", + "# AnVIL Dataset Catalog User Analytics - September vs August 2023\n", "\n", - "This section displays metrics collected from Google Analytics for the AnVIL Dataset Catalog at https://anvilproject.org/data and compares August 2023 with the previous month (July 2023). The generation of this report is now coded in Jupyter notebooks and can be rerun easily and modified or consolidated as desired.\n", + "This section displays metrics collected from Google Analytics for the AnVIL Dataset Catalog at https://anvilproject.org/data and compares September 2023 with the previous month (August 2023). The generation of this report is now coded in Jupyter notebooks and can be rerun easily and modified or consolidated as desired.\n", "\n", "### Key to tables\n", "\n", @@ -100,8 +100,8 @@ "GA_PROPERTY_CATALOG = \"368661710\" # AnVIL Dataset Catalog - GA4\n", "ANALYTICS_START = \"2021-01-01\"\n", "TODAY = 'today'\n", - "PERIOD = \"2023-08\"\n", - "PREV_PERIOD = \"2023-07\"\n", + "PERIOD = \"2023-09\"\n", + "PREV_PERIOD = \"2023-08\"\n", "\n", "GA3_END = \"2023-04-30\"\n", "GA4_START = \"2023-05-01\"" diff --git a/analytics/anvil-analytics-portal/portal-analytics.ipynb b/analytics/anvil-analytics-portal/portal-analytics.ipynb index 0fae93627..9f28c1692 100644 --- a/analytics/anvil-analytics-portal/portal-analytics.ipynb +++ b/analytics/anvil-analytics-portal/portal-analytics.ipynb @@ -13,9 +13,9 @@ ":class: analytics-logo\n", "```\n", "\n", - "# AnVIL Portal User Analytics - August vs July 2023\n", + "# AnVIL Portal User Analytics - September vs August 2023\n", "\n", - "This section displays metrics collected from Google Analytics for the AnVIL Portal at https://anvilproject.org and compares August 2023 with the previous month (July 2023). The generation of this report is now coded in Jupyter notebooks and can be rerun easily and modified or consolidated as desired.\n", + "This section displays metrics collected from Google Analytics for the AnVIL Portal at https://anvilproject.org and compares September 2023 with the previous month (August 2023). The generation of this report is now coded in Jupyter notebooks and can be rerun easily and modified or consolidated as desired.\n", "\n", "### Key to tables\n", "\n", @@ -93,8 +93,8 @@ "EXCLUDE_PAGES_FILTER = {\"filter\": {\"fieldName\": \"audienceId\", \"numericFilter\": {\"operation\": \"EQUAL\", \"value\": {\"doubleValue\": 3}}}}\n", "ANALYTICS_START = \"2021-01-01\"\n", "TODAY = 'today'\n", - "PERIOD = \"2023-08\"\n", - "PREV_PERIOD = \"2023-07\"\n", + "PERIOD = \"2023-09\"\n", + "PREV_PERIOD = \"2023-08\"\n", "\n", "GA3_END = \"2023-06-30\"\n", "GA4_START = \"2023-07-01\"" @@ -1364,6 +1364,14 @@ "# TODO" ] }, + { + "cell_type": "markdown", + "id": "1776370e", + "metadata": {}, + "source": [ + "
" + ] + }, { "cell_type": "markdown", "id": "c4e69c0c", diff --git a/analytics/ncpi-analytics-catalog/catalog-analytics.ipynb b/analytics/ncpi-analytics-catalog/catalog-analytics.ipynb index b48a1f1a8..a6c264dd7 100644 --- a/analytics/ncpi-analytics-catalog/catalog-analytics.ipynb +++ b/analytics/ncpi-analytics-catalog/catalog-analytics.ipynb @@ -13,9 +13,9 @@ ":class: analytics-logo\n", "```\n", "\n", - "# NCPI Dataset Catalog User Analytics - August vs July 2023\n", + "# NCPI Dataset Catalog User Analytics - September vs August 2023\n", "\n", - "This section displays metrics collected from Google Analytics for the NCPI Dataset Catalog at https://anvilproject.org/ncpi/data and compares August 2023 with the previous month (July 2023). The generation of this report is now coded in Jupyter notebooks and can be rerun easily and modified or consolidated as desired.\n", + "This section displays metrics collected from Google Analytics for the NCPI Dataset Catalog at https://anvilproject.org/ncpi/data and compares September 2023 with the previous month (August 2023). The generation of this report is now coded in Jupyter notebooks and can be rerun easily and modified or consolidated as desired.\n", "\n", "### Key to tables\n", "\n", @@ -68,7 +68,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 3, "id": "70fb2997", "metadata": { "tags": [ @@ -90,8 +90,8 @@ "GA_PROPERTY = \"367350417\" # NCPI Dataset Catalog - GA4\n", "ANALYTICS_START = \"2021-01-01\"\n", "TODAY = 'today'\n", - "PERIOD = \"2023-08\"\n", - "PREV_PERIOD = \"2023-07\"\n", + "PERIOD = \"2023-09\"\n", + "PREV_PERIOD = \"2023-08\"\n", "\n", "GA3_END = \"2023-04-30\"\n", "GA4_START = \"2023-05-01\"" @@ -99,7 +99,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "id": "f2ff4193", "metadata": { "tags": [ @@ -111,7 +111,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Please visit this URL to authorize this application: https://accounts.google.com/o/oauth2/auth?response_type=code&client_id=526897014808-dq9pt3bmnutqqjdvj1f5roflpgcvqmpt.apps.googleusercontent.com&redirect_uri=http%3A%2F%2Flocalhost%3A8083%2F&scope=https%3A%2F%2Fwww.googleapis.com%2Fauth%2Fanalytics.readonly&state=cKvOELdUdQgiBYtwe9X4egAdVosaNy&access_type=offline\n" + "Please visit this URL to authorize this application: https://accounts.google.com/o/oauth2/auth?response_type=code&client_id=526897014808-dq9pt3bmnutqqjdvj1f5roflpgcvqmpt.apps.googleusercontent.com&redirect_uri=http%3A%2F%2Flocalhost%3A8082%2F&scope=https%3A%2F%2Fwww.googleapis.com%2Fauth%2Fanalytics.readonly&state=e9q01MAvGAqNqFF2x1tzM7U4Et7o9Z&access_type=offline\n" ] } ], @@ -127,7 +127,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 5, "id": "3e54340a", "metadata": { "tags": [ @@ -178,6 +178,10 @@ "\t\t\t}\n", "\t\t\t\n", "\t\t\t.anaColName:not(.anaIndex) {\n", + "\t\t\t\ttext-align: right;\n", + "\t\t\t}\n", + "\n", + "\t\t\t.anaColName.anaMultiCol {\n", "\t\t\t\ttext-align: center;\n", "\t\t\t}\n", "\t\t\t\n", @@ -225,29 +229,21 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 6, "id": "e96ebc44", "metadata": { "tags": [ "remove-cell" ] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Please visit this URL to authorize this application: https://accounts.google.com/o/oauth2/auth?response_type=code&client_id=526897014808-dq9pt3bmnutqqjdvj1f5roflpgcvqmpt.apps.googleusercontent.com&redirect_uri=http%3A%2F%2Flocalhost%3A8082%2F&scope=https%3A%2F%2Fwww.googleapis.com%2Fauth%2Fanalytics.readonly&state=dUvshL27ubyM9YEkN5NGgVe2qVLHCZ&access_type=offline\n" - ] - } - ], + "outputs": [], "source": [ "# ga3_service_system = ac.authenticate_ga(SECRET_NAME)" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 7, "id": "3fc8c672", "metadata": { "tags": [ @@ -277,7 +273,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 8, "id": "e55c82e7", "metadata": { "scrolled": false, @@ -288,7 +284,7 @@ "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -303,7 +299,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 9, "id": "b9203423", "metadata": { "tags": [ @@ -314,7 +310,7 @@ { "data": { "text/html": [ - "
Year
Month
Users
Total Pageviews
2023
May
94
(-2.08%)
187
(-70.22%)
April
96
(-6.80%)
628
(+61.86%)
March
103
(+77.59%)
388
(+59.67%)
February
58
(+28.89%)
243
(+42.94%)
January
45
(-8.16%)
170
(-45.51%)
2022
December
49
(+0.00%)
312
(-20.00%)
November
49
(+0.00%)
390
(+39.78%)
October
49
(-28.99%)
279
(-11.71%)
September
69
(-16.87%)
316
(-28.51%)
August
83
(+88.64%)
442
(+188.89%)
July
44
(-10.20%)
153
(-40.93%)
June
49
(-33.78%)
259
(-32.90%)
May
74
(+15.62%)
386
(+89.22%)
April
64
(-22.89%)
204
(-69.64%)
March
83
(+9.21%)
672
(+123.26%)
February
76
(+0.00%)
301
(-1.95%)
January
76
(+43.40%)
307
(+28.45%)
2021
December
53
(+6.00%)
239
(-43.63%)
November
50
(+8.70%)
424
(+16.80%)
October
46
(-4.17%)
363
(-14.39%)
September
48
(+182.35%)
424
(+97.21%)
August
17
(-61.36%)
215
(-44.44%)
July
44
(+22.22%)
387
(+40.73%)
June
36
(+44.00%)
275
(-8.33%)
May
25
(+733.33%)
300
(+7400.00%)
April
3
4
March
0
0
February
0
0
January
0
0
2020
December
0
0
November
0
0
October
0
0
September
0
0
August
0
0
July
0
0
June
0
0
May
0
0
April
0
0
March
0
0
February
0
0
" + "
Year
Month
Users
Total Pageviews
2023
September
49
(+4.26%)
143
(-28.50%)
August
47
(-2.08%)
200
(+30.72%)
July
48
(-40.74%)
153
(-18.62%)
June
81
(-13.83%)
188
(+0.53%)
May
94
(+10.59%)
187
(-68.41%)
April
85
(-18.27%)
592
(+53.77%)
March
104
(+79.31%)
385
(+58.44%)
February
58
(+28.89%)
243
(+42.11%)
January
45
(-8.16%)
171
(-45.19%)
2022
December
49
(+0.00%)
312
(-20.20%)
November
49
(+0.00%)
391
(+40.14%)
October
49
(-28.99%)
279
(-5.42%)
September
69
(-17.86%)
295
(-33.41%)
August
84
(+90.91%)
443
(+197.32%)
July
44
(-10.20%)
149
(-42.47%)
June
49
(-32.88%)
259
(-32.90%)
May
73
(+14.06%)
386
(+89.22%)
April
64
(-21.95%)
204
(-69.60%)
March
82
(+7.89%)
671
(+120.72%)
February
76
(+0.00%)
304
(-0.98%)
January
76
(+43.40%)
307
(+28.45%)
2021
December
53
(+6.00%)
239
(-43.63%)
November
50
(+8.70%)
424
(+16.80%)
October
46
(-4.17%)
363
(-14.39%)
September
48
(+182.35%)
424
(+97.21%)
August
17
(-61.36%)
215
(-44.44%)
July
44
(+22.22%)
387
(+40.22%)
June
36
(+200.00%)
276
(+112.31%)
May
12
130
April
0
0
March
0
0
February
0
0
January
0
0
" ], "text/plain": [ "" @@ -347,7 +343,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 10, "id": "fe3e5946", "metadata": { "tags": [ @@ -358,7 +354,7 @@ { "data": { "text/html": [ - "
Total Users
243
(-13.52%)
" + "
Total Users
49
(+0.00%)
" ], "text/plain": [ "" @@ -374,7 +370,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 11, "id": "630b0d77", "metadata": { "tags": [ @@ -385,7 +381,7 @@ { "data": { "text/html": [ - "
Returning Users
62
(-42.59%)
" + "
Returning Users
13
(+18.18%)
" ], "text/plain": [ "" @@ -401,7 +397,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 12, "id": "e903e8d6", "metadata": { "tags": [ @@ -412,7 +408,7 @@ { "data": { "text/html": [ - "
Total Visits
305
(-25.79%)
" + "
Total Visits
83
(-9.78%)
" ], "text/plain": [ "" @@ -436,7 +432,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 13, "id": "a9f7deb0", "metadata": { "tags": [ @@ -447,7 +443,7 @@ { "data": { "text/html": [ - "
Total
579
(-41.28%)
" + "
Total
143
(-28.50%)
" ], "text/plain": [ "" @@ -471,7 +467,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "id": "6cd1e369", "metadata": { "tags": [ @@ -482,7 +478,7 @@ { "data": { "text/html": [ - "
Category
Users
Percentage of users
desktop
221
(-14.01%)
90.95
(-0.56%)
mobile
22
(-4.35%)
9.05
(+10.61%)
" + "
Category
Users
Percentage of users
desktop
44
(-4.35%)
89.80
(-4.35%)
mobile
5
(+66.67%)
10.20
(+66.67%)
" ], "text/plain": [ "" @@ -498,16 +494,16 @@ }, { "cell_type": "markdown", - "id": "21a9fa88", + "id": "b7ca4fae", "metadata": {}, "source": [ - "## Social Network Referrers" + "## Top Countries" ] }, { "cell_type": "code", - "execution_count": 13, - "id": "7fcb1344", + "execution_count": null, + "id": "ee876457", "metadata": { "tags": [ "remove-input" @@ -517,7 +513,7 @@ { "data": { "text/html": [ - "
Social Network
User Sessions
(not set)
302
(-24.12%)
LinkedIn
2
(-83.33%)
YouTube
1
(+0.00%)
" + "
Country
Users
United States
37
(+12.12%)
India
4
(+100.00%)
Australia
1
(+0.00%)
Brazil
1
Canada
1
China
1
(+0.00%)
Greece
1
Slovakia
1
Ukraine
1
United Kingdom
1
(-50.00%)
" ], "text/plain": [ "" @@ -528,29 +524,21 @@ } ], "source": [ - "ac.show_difference_table(\"User Sessions\", \"Social Network\", \"sessions\", \"sessionSource\", dimension_filter=\"sessionDefaultChannelGroup=@Social\", **default_params_catalog)" - ] - }, - { - "cell_type": "markdown", - "id": "3c2f7065", - "metadata": {}, - "source": [ - "## Top Referrers" + "ac.show_difference_table(\"Users\", \"Country\", \"totalUsers\", \"country\", **default_params_catalog)" ] }, { "cell_type": "markdown", - "id": "e462fcfd", + "id": "8ac25381", "metadata": {}, "source": [ - "### By Referring Host" + "## Social Network Referrers" ] }, { "cell_type": "code", - "execution_count": 11, - "id": "532593fc", + "execution_count": null, + "id": "da0b0932", "metadata": { "tags": [ "remove-input" @@ -560,7 +548,7 @@ { "data": { "text/html": [ - "
Source Host
User Sessions
google
156
(-33.90%)
(direct)
107
(+0.94%)
datascience.nih.gov
13
(-38.10%)
bing
4
(-50.00%)
ncpi-catalog-dug.dev.singlecell.gi.ucsc.edu
4
galaxyproject.org
3
(+200.00%)
genome.gov
3
(+50.00%)
github.com
3
(+200.00%)
cn.bing.com
2
(+100.00%)
linkedin.com
2
(-83.33%)
duckduckgo
1
(-50.00%)
bdcatalyst.gitbook.io
1
grants.nih.gov
1
(-50.00%)
jhudatascience.org
1
kidsfirstdrc.org
1
public.era.nih.gov
1
yahoo
1
(-50.00%)
youtube.com
1
(+0.00%)
" + "
Social Network
User Sessions
" ], "text/plain": [ "" @@ -571,12 +559,12 @@ } ], "source": [ - "ac.show_difference_table(\"User Sessions\", \"Source Host\", \"sessions\", \"sessionSource\", **default_params_catalog)" + "ac.show_difference_table(\"User Sessions\", \"Social Network\", \"sessions\", \"sessionSource\", dimension_filter=\"sessionDefaultChannelGroup=@Social\", **default_params_catalog)" ] }, { "cell_type": "markdown", - "id": "d7be615e", + "id": "f36a95a1", "metadata": {}, "source": [ "
" @@ -584,16 +572,24 @@ }, { "cell_type": "markdown", - "id": "3ebd185b", + "id": "3c2f7065", "metadata": {}, "source": [ - "### By Full Referrer" + "## Top Referrers" + ] + }, + { + "cell_type": "markdown", + "id": "e462fcfd", + "metadata": {}, + "source": [ + "### By Referring Host" ] }, { "cell_type": "code", - "execution_count": 12, - "id": "8644e071", + "execution_count": 16, + "id": "532593fc", "metadata": { "tags": [ "remove-input" @@ -603,7 +599,7 @@ { "data": { "text/html": [ - "
Source
User Sessions
google
156
(-33.90%)
(direct)
107
(+0.94%)
datascience.nih.gov/
13
(-38.10%)
bing
4
(-50.00%)
ncpi-catalog-dug.dev.singlecell.gi.ucsc.edu/
4
galaxyproject.org/
3
(+200.00%)
genome.gov/
3
(+50.00%)
linkedin.com/
2
(-83.33%)
github.com/clevercanary/data-browser/issues/212
2
cn.bing.com/
2
(+100.00%)
bdcatalyst.gitbook.io/biodata-catalyst-documentation/written-documentation/getting-started/data-access/data-interoperability
1
github.com/NIH-NCPI/NCPI_use_case_tracker
1
grants.nih.gov/
1
(-50.00%)
jhudatascience.org/
1
kidsfirstdrc.org/
1
duckduckgo
1
(-50.00%)
public.era.nih.gov/
1
yahoo
1
(-50.00%)
youtube.com/
1
(+0.00%)
" + "
Source Host
User Sessions
(direct)
48
(+17.07%)
google
34
(-10.53%)
bing
1
(-85.71%)
" ], "text/plain": [ "" @@ -614,21 +610,21 @@ } ], "source": [ - "ac.show_difference_table(\"User Sessions\", \"Source\", \"sessions\", \"pageReferrer\", split_vertical=[22], **default_params_catalog)" + "ac.show_difference_table(\"User Sessions\", \"Source Host\", \"sessions\", \"sessionSource\", **default_params_catalog)" ] }, { "cell_type": "markdown", - "id": "d83980c3", + "id": "3ebd185b", "metadata": {}, "source": [ - "## Top Countries" + "### By Full Referrer" ] }, { "cell_type": "code", - "execution_count": 14, - "id": "4ff4cfa6", + "execution_count": 17, + "id": "8644e071", "metadata": { "tags": [ "remove-input" @@ -638,7 +634,7 @@ { "data": { "text/html": [ - "
Country
Users
United States
193
(-20.25%)
United Kingdom
8
(+100.00%)
India
5
(+0.00%)
Canada
3
(-25.00%)
Egypt
3
Germany
3
Taiwan
3
Brazil
2
(+100.00%)
China
2
(+100.00%)
Italy
2
(-33.33%)
Spain
1
Singapore
1
South Korea
1
(+0.00%)
Armenia
1
Sudan
1
(+0.00%)
Switzerland
1
Poland
1
Serbia
1
(-80.00%)
Malaysia
1
(+0.00%)
Panama
1
Netherlands
1
Mexico
1
Bolivia
1
Jordan
1
Japan
1
(-66.67%)
Iraq
1
Hungary
1
Cambodia
1
Venezuela
1
" + "
Source
User Sessions
Empty
38
(+0.00%)
https://www.google.com/
29
(-3.33%)
https://anvilproject.org/ncpi/data
21
(-19.23%)
https://anvilproject.org/ncpi
9
(+12.50%)
https://anvilproject.org/ncpi/data/studies
8
(-20.00%)
https://anvilproject.org/ncpi/data/platforms
3
(+0.00%)
https://anvilproject.org/ncpi/data/
2
(+100.00%)
https://anvilproject.org/ncpi/data/studies/phs000209/
1
https://anvilproject.org/ncpi/data/studies?filter=%5B%7B%22categoryKey%22%3A%22dataType%22%2C%22value%22%3A%5B%22Methylation+%28CpG%29%22%2C%22RNA-Seq%22%5D%7D%5D
1
https://anvilproject.org/ncpi/data/studies?filter=%5B%7B%22categoryKey%22%3A%22dataType%22%2C%22value%22%3A%5B%22Methylation+%28CpG%29%22%5D%7D%5D
1
https://anvilproject.org/ncpi/data/studies?filter=%5B%7B%22categoryKey%22%3A%22platform%22%2C%22value%22%3A%5B%22AnVIL%22%2C%22BDC%22%2C%22CRDC%22%2C%22KFDRC%22%5D%7D%5D
1
https://anvilproject.org/ncpi/data/studies?filter=%5B%7B%22categoryKey%22%3A%22title%22%2C%22value%22%3A%5B%22Genotype-Tissue+Expression+%28GTEx%29%22%5D%7D%2C%7B%22categoryKey%22%3A%22consentCode%22%2C%22value%22%3A%5B%22GRU%22%5D%7D%5D
1
https://anvilproject.org/ncpi/data/studies?filter=%5B%7B%22categoryKey%22%3A%22title%22%2C%22value%22%3A%5B%22Genotype-Tissue+Expression+%28GTEx%29%22%5D%7D%5D
1
https://anvilproject.org/ncpi/technologies
1
(-50.00%)
https://www.bing.com/
1
(-75.00%)
https://www.google.com.hk/
1
" ], "text/plain": [ "" @@ -649,7 +645,7 @@ } ], "source": [ - "ac.show_difference_table(\"Users\", \"Country\", \"totalUsers\", \"country\", **default_params_catalog)" + "ac.show_difference_table(\"User Sessions\", \"Source\", \"sessions\", \"pageReferrer\", split_vertical=[22], **default_params_catalog)" ] }, { @@ -670,7 +666,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 19, "id": "cde3f2a3", "metadata": { "tags": [ @@ -681,7 +677,7 @@ { "data": { "text/html": [ - "
Page
Page Views
/ncpi
227
(-23.05%)
/ncpi/data
85
(+16.44%)
/ncpi/platforms/bdc
36
(-45.45%)
/ncpi/progress-updates
32
(-56.16%)
/ncpi/platforms
22
(-53.19%)
/ncpi/platforms/anvil
21
(-32.26%)
/ncpi/working-groups
16
(-63.64%)
/ncpi/technologies
14
(-73.08%)
/ncpi/platforms/kf
12
(+50.00%)
/ncpi/demonstration-projects
11
(-76.60%)
/ncpi/platforms/crdc
10
(-67.74%)
/ncpi/data?query=consentCodes=GRU,OR
5
/ncpi/data?query=platforms=KFDRC,OR
5
/ncpi/training
5
(-77.27%)
/ncpi/data/studies/phs000007
4
/ncpi/interoperating-principles
4
(-66.67%)
/ncpi/data?query=platforms=AnVIL,OR
4
/ncpi/search?q=Mitochondria+and+aging
4
/ncpi/data?query=consentCodes=GRU-NPU,OR
3
/ncpi/platforms/ncbi
3
(-86.36%)
/ncpi/data?query=consentCodes=NPU,OR
2
/ncpi/data?query=platforms=BDC,OR
2
/ncpi/data/studies/phs000424
2
(-50.00%)
/ncpi/data/studies/phs000209
2
/ncpi/data?query=focuses=Asthma,OR
2
/ncpi/data/studies/phs001287
2
/ncpi/data/studies/phs001272
2
/ncpi/data/studies/phs000289
2
/ncpi/data?query=consentCodes=GRU,OR,NPU,OR
2
/ncpi/data/studies/phs002383
2
" + "
Page
Page Views
/ncpi/data/studies
53
(-45.36%)
/ncpi/data
20
(-28.57%)
/ncpi/data/studies/phs001487
16
(+23.08%)
/ncpi/data/studies/phs001740
15
(+25.00%)
/ncpi/data/platforms
4
(-20.00%)
/ncpi/data/studies/phs001515
4
/ncpi/data/studies/phs001191
3
(-76.92%)
/ncpi/data/studies/phs001738
3
/ncpi/data/studies/phs001741
3
(-75.00%)
/ncpi/data/studies/phs000298/
2
(-33.33%)
/ncpi/data/studies/phs000424
2
(+100.00%)
/ncpi/data/studies/phs001178/
2
/ncpi/data/studies/phs000286/
2
/ncpi/data/studies/phs000209/
2
/ncpi/data/
1
(+0.00%)
/ncpi/data/studies/phs000464
1
(-50.00%)
/ncpi/data/studies/phs000467
1
(+0.00%)
/ncpi/data/studies/phs001194
1
/ncpi/data/studies/phs001247/
1
(+0.00%)
/ncpi/data/studies/phs001287
1
/ncpi/data/studies/phs001368/
1
(+0.00%)
/ncpi/data/studies/phs001489
1
/ncpi/data/studies/phs001662
1
/ncpi/data/studies/phs001931/
1
/ncpi/data/studies/phs001939
1
/ncpi/data/studies/phs002383
1
" ], "text/plain": [ "" @@ -713,7 +709,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 20, "id": "614d1d07", "metadata": { "tags": [ @@ -724,7 +720,7 @@ { "data": { "text/html": [ - "
Page
Entrances
/ncpi
142
(+2.16%)
/ncpi/data
34
(+161.54%)
/ncpi/platforms/bdc
23
(-50.00%)
/ncpi/progress-updates
17
(-45.16%)
/ncpi/platforms/anvil
11
(-8.33%)
/ncpi/platforms
8
(+33.33%)
/ncpi/working-groups
7
(-61.11%)
/ncpi/platforms/crdc
6
(-64.71%)
/ncpi/technologies
4
(-42.86%)
/ncpi/platforms/kf
4
(-20.00%)
/ncpi/data/studies/phs000007
3
/ncpi/demonstration-projects
3
(-57.14%)
/ncpi/platforms/ncbi
2
(-84.62%)
/ncpi/data/studies/phs002383
2
/ncpi/interoperating-principles
2
(-66.67%)
/ncpi/data/studies/phs000289
1
/ncpi/data/studies/phs000178
1
/ncpi/search?q=Mitochondria+and+aging
1
/ncpi/data/studies/phs000227
1
/ncpi/data/studies/phs000209
1
(-50.00%)
/ncpi/data/studies/phs000424
1
(-50.00%)
/ncpi/data/studies/phs000287
1
/ncpi/data/studies/phs001287
1
/ncpi/data/studies/phs000892
1
/ncpi/data/studies/phs000810
1
(-66.67%)
/ncpi/data/studies/phs000466
1
/ncpi/data/studies/phs001387
1
" + "
Page
Entrances
/ncpi/data
21
(-22.22%)
/ncpi/data/studies/phs001487
12
(+100.00%)
(not set)
11
(-8.33%)
/ncpi/data/studies
11
(-60.71%)
/ncpi/data/studies/phs001515
4
/ncpi/data/studies/phs000209
2
/ncpi/data/studies/phs000286
2
/ncpi/data/studies/phs000298
2
(-33.33%)
/ncpi/data/studies/phs001178
2
/ncpi/data/studies/phs001191
2
(+100.00%)
/ncpi/data/studies/phs001738
2
/ncpi/data/studies/phs001368
1
(+0.00%)
/ncpi/data/studies/phs001939
1
/ncpi/data/studies/phs001931
1
/ncpi/data/studies/phs001662
1
/ncpi/data/studies/phs001489
1
/ncpi/data/studies/phs000424
1
(+0.00%)
/ncpi/data/studies/phs001287
1
/ncpi/data/studies/phs001247
1
(+0.00%)
/ncpi/data/studies/phs001194
1
/ncpi/data/studies/phs000467
1
(+0.00%)
/ncpi/data/studies/phs000464
1
(+0.00%)
/ncpi/data/studies/phs002383
1
" ], "text/plain": [ "" @@ -763,7 +759,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 21, "id": "2ebd18b1", "metadata": { "tags": [ @@ -774,7 +770,7 @@ { "data": { "text/html": [ - "
URL
Count
" + "
URL
Count
" ], "text/plain": [ "" @@ -804,7 +800,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 22, "id": "f7ce4753", "metadata": { "tags": [ @@ -812,20 +808,7 @@ "remove-cell" ] }, - "outputs": [ - { - "data": { - "text/html": [ - "
Workspace
Count
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# ac.show_difference_table(\"Count\", \"Workspace\", \"ga:hits\", \"ga:eventLabel\", filters=\"ga:eventCategory==External Link;ga:dimension1==Workspace\", **default_params)\n", "# TODO" @@ -842,7 +825,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 23, "id": "5df94974", "metadata": { "tags": [ @@ -853,7 +836,7 @@ { "data": { "text/html": [ - "
Study ID
Count
phs001746
5
" + "
URL
Count
" ], "text/plain": [ "" @@ -882,7 +865,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 24, "id": "a917723f", "metadata": { "tags": [ @@ -890,20 +873,7 @@ "remove-cell" ] }, - "outputs": [ - { - "data": { - "text/html": [ - "
URL
Count
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# ac.show_difference_table(\"Count\", \"URL\", \"ga:hits\", \"ga:eventLabel\", filters=\"ga:eventCategory==External Link;ga:dimension3==https://dockstore.org/organizations/anvil\", **default_params)\n", "# TODO?" @@ -923,7 +893,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 25, "id": "080d2462", "metadata": { "tags": [ @@ -931,20 +901,7 @@ "remove-cell" ] }, - "outputs": [ - { - "data": { - "text/html": [ - "
URL
Count
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# ac.show_difference_table(\"Count\", \"URL\", \"ga:hits\", \"ga:eventLabel\", filters=\"ga:eventCategory==External Link;ga:dimension1==Reference;ga:dimension2==Dockstore\", **default_params)\n", "# TODO?" @@ -963,7 +920,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 26, "id": "099853c6", "metadata": { "tags": [ @@ -974,7 +931,7 @@ { "data": { "text/html": [ - "
URL
Count
" + "
URL
Count
" ], "text/plain": [ "" @@ -1002,7 +959,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 27, "id": "5264ac7c", "metadata": { "tags": [ @@ -1010,20 +967,7 @@ "remove-cell" ] }, - "outputs": [ - { - "data": { - "text/html": [ - "
Tool
Count
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# ac.show_difference_table(\"Count\", \"Tool\", \"ga:hits\", \"ga:eventLabel\", filters=\"ga:eventCategory==External Link;ga:dimension1==Tool\", **default_params)\n", "# TODO" @@ -1043,7 +987,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 28, "id": "1bd2ce95", "metadata": { "tags": [ @@ -1051,20 +995,7 @@ "remove-cell" ] }, - "outputs": [ - { - "data": { - "text/html": [ - "
NIH/NHGRI
URL
Count
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# ac.show_difference_table(\"Count\", [\"NIH/NHGRI\", \"URL\"], \"ga:hits\", [\"ga:dimension2\", \"ga:dimension3\"], filters=\"ga:eventCategory==External Link;ga:dimension1==Reference;ga:dimension2=~NIH|NHGRI\", **default_params)\n", "# TODO" @@ -1084,7 +1015,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 29, "id": "9437ad49", "metadata": { "tags": [ @@ -1092,20 +1023,7 @@ "remove-cell" ] }, - "outputs": [ - { - "data": { - "text/html": [ - "
Consortia
Count
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# ac.show_difference_table(\"Count\", \"Consortia\", \"ga:hits\", \"ga:eventLabel\", filters=\"ga:eventCategory==External Link;ga:dimension1==Data Consortium\", **default_params)\n", "# TODO" @@ -1126,7 +1044,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 30, "id": "bd989a24", "metadata": { "tags": [ @@ -1134,20 +1052,7 @@ "remove-cell" ] }, - "outputs": [ - { - "data": { - "text/html": [ - "
Term Name
Facet
Count
AnVIL
platforms
5
KFDRC
platforms
4
BDC
platforms
2
AMPLICON
dataTypes
1
Allele-Specific Expression
dataTypes
1
Asthma
focuses
1
Blood Pressure
focuses
1
CRDC
platforms
1
(-50.00%)
GRU
consentCodes
1
GRU-NPU
consentCodes
1
Hemophilia A
focuses
1
NPU
consentCodes
1
Population
focuses
1
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# ac.show_difference_table(\"Count\", [\"Term Name\", \"Facet\"], \"ga:hits\", [\"ga:eventLabel\", \"ga:dimension5\"], filters=\"ga:eventCategory==Search;ga:eventAction==Select\", **default_params)" ] @@ -1166,7 +1071,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 31, "id": "a6d6523d", "metadata": { "tags": [ @@ -1174,20 +1079,7 @@ "remove-cell" ] }, - "outputs": [ - { - "data": { - "text/html": [ - "
Text Input
Count
Glycated Hemoglobin
1
Neuro
1
rubella
1
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# ac.show_difference_table(\"Count\", \"Text Input\", \"ga:hits\", \"ga:eventLabel\", filters=\"ga:eventCategory==Search;ga:eventAction==Enter Text;ga:eventLabel=~.{3\\\\,}\", **default_params)" ] @@ -1207,7 +1099,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 32, "id": "08375d58", "metadata": { "tags": [ @@ -1215,20 +1107,7 @@ "remove-cell" ] }, - "outputs": [ - { - "data": { - "text/html": [ - "
Text Input
Count
Mitochondria and aging
1
jon kaltman
1
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# ac.show_difference_table(\"Count\", \"Text Input\", \"ga:hits\", \"ga:eventLabel\", filters=\"ga:eventCategory==Site Search;ga:eventAction==Search;ga:eventLabel=~.{3\\\\,}\", **default_params)" ] @@ -1247,7 +1126,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 33, "id": "dc60bbdd", "metadata": { "tags": [ @@ -1255,20 +1134,7 @@ "remove-cell" ] }, - "outputs": [ - { - "data": { - "text/html": [ - "
Clicked Search Result
Count
NHLBI BioData Catalyst (BDC) | NCPI
1
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# ac.show_difference_table(\"Count\", \"Clicked Search Result\", \"ga:hits\", \"ga:eventLabel\", filters=\"ga:eventCategory==Site Search;ga:eventAction==Select Search Result\", **default_params)" ] diff --git a/analytics/ncpi-analytics-portal/portal-analytics.ipynb b/analytics/ncpi-analytics-portal/portal-analytics.ipynb index e83fd0635..a398e9955 100644 --- a/analytics/ncpi-analytics-portal/portal-analytics.ipynb +++ b/analytics/ncpi-analytics-portal/portal-analytics.ipynb @@ -11,9 +11,9 @@ ":class: analytics-logo\n", "```\n", "\n", - "# NCPI Portal User Analytics - August vs July 2023\n", + "# NCPI Portal User Analytics - September vs August 2023\n", "\n", - "This section displays metrics collected from Google Analytics for the NCPI Portal at https://anvilproject.org/ncpi and compares August 2023 with the previous month (July 2023). The generation of this report is now coded in Jupyter notebooks and can be rerun easily and modified or consolidated as desired.\n", + "This section displays metrics collected from Google Analytics for the NCPI Portal at https://anvilproject.org/ncpi and compares September 2023 with the previous month (August 2023). The generation of this report is now coded in Jupyter notebooks and can be rerun easily and modified or consolidated as desired.\n", "\n", "### Key to tables\n", "\n", @@ -88,8 +88,8 @@ "GA_PROPERTY = \"368678391\" # AnVIL Portal - GA4\n", "ANALYTICS_START = \"2021-01-01\"\n", "TODAY = 'today'\n", - "PERIOD = \"2023-08\"\n", - "PREV_PERIOD = \"2023-07\"\n", + "PERIOD = \"2023-09\"\n", + "PREV_PERIOD = \"2023-08\"\n", "NCPI_FILTER = \"pagePath=~^/ncpi(?:$|[/?#])\"\n", "\n", "GA3_END = \"2023-06-30\"\n",